Bluebook for bulldozers

Dataset statistics

Number of variables	57
Number of observations	372915
Missing cells	10770250
Missing cells (%)	50.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	162.2 MiB
Average record size in memory	456.0 B

Variable types

Numeric	13
Categorical	44

Alerts

`fiModelDesc` has a high cardinality: 4639 distinct values	High cardinality
`fiBaseModel` has a high cardinality: 1797 distinct values	High cardinality
`fiSecondaryDesc` has a high cardinality: 163 distinct values	High cardinality
`fiModelSeries` has a high cardinality: 117 distinct values	High cardinality
`fiModelDescriptor` has a high cardinality: 134 distinct values	High cardinality
`fiProductClassDesc` has a high cardinality: 72 distinct values	High cardinality
`state` has a high cardinality: 53 distinct values	High cardinality
`Forks` is highly imbalanced (61.3%)	Imbalance
`Pad_Type` is highly imbalanced (69.7%)	Imbalance
`Transmission` is highly imbalanced (61.7%)	Imbalance
`Turbocharged` is highly imbalanced (71.0%)	Imbalance
`Blade_Extension` is highly imbalanced (84.1%)	Imbalance
`Enclosure_Type` is highly imbalanced (54.9%)	Imbalance
`Engine_Horsepower` is highly imbalanced (68.9%)	Imbalance
`Coupler` is highly imbalanced (56.1%)	Imbalance
`Coupler_System` is highly imbalanced (61.6%)	Imbalance
`Grouser_Tracks` is highly imbalanced (63.4%)	Imbalance
`Hydraulics_Flow` is highly imbalanced (92.9%)	Imbalance
`Undercarriage_Pad_Width` is highly imbalanced (68.5%)	Imbalance
`Stick_Length` is highly imbalanced (69.5%)	Imbalance
`Pattern_Changer` is highly imbalanced (69.8%)	Imbalance
`Grouser_Type` is highly imbalanced (60.9%)	Imbalance
`Backhoe_Mounting` is highly imbalanced (99.6%)	Imbalance
`Travel_Controls` is highly imbalanced (72.6%)	Imbalance
`Differential_Type` is highly imbalanced (92.0%)	Imbalance
`Steering_Controls` is highly imbalanced (95.9%)	Imbalance
`auctioneerID` has 17459 (4.7%) missing values	Missing
`MachineHoursCurrentMeter` has 242638 (65.1%) missing values	Missing
`UsageBand` has 304898 (81.8%) missing values	Missing
`fiSecondaryDesc` has 122856 (32.9%) missing values	Missing
`fiModelSeries` has 323889 (86.9%) missing values	Missing
`fiModelDescriptor` has 302791 (81.2%) missing values	Missing
`ProductSize` has 197516 (53.0%) missing values	Missing
`Drive_System` has 273743 (73.4%) missing values	Missing
`Forks` has 191074 (51.2%) missing values	Missing
`Pad_Type` has 296794 (79.6%) missing values	Missing
`Ride_Control` has 231900 (62.2%) missing values	Missing
`Stick` has 296794 (79.6%) missing values	Missing
`Transmission` has 199883 (53.6%) missing values	Missing
`Turbocharged` has 296794 (79.6%) missing values	Missing
`Blade_Extension` has 349872 (93.8%) missing values	Missing
`Blade_Width` has 349872 (93.8%) missing values	Missing
`Enclosure_Type` has 349872 (93.8%) missing values	Missing
`Engine_Horsepower` has 349872 (93.8%) missing values	Missing
`Hydraulics` has 77373 (20.7%) missing values	Missing
`Pushblock` has 349872 (93.8%) missing values	Missing
`Ripper` has 275994 (74.0%) missing values	Missing
`Scarifier` has 349861 (93.8%) missing values	Missing
`Tip_Control` has 349872 (93.8%) missing values	Missing
`Tire_Size` has 284993 (76.4%) missing values	Missing
`Coupler` has 176136 (47.2%) missing values	Missing
`Coupler_System` has 332096 (89.1%) missing values	Missing
`Grouser_Tracks` has 332180 (89.1%) missing values	Missing
`Hydraulics_Flow` has 332180 (89.1%) missing values	Missing
`Track_Type` has 283243 (76.0%) missing values	Missing
`Undercarriage_Pad_Width` has 282723 (75.8%) missing values	Missing
`Stick_Length` has 283187 (75.9%) missing values	Missing
`Thumb` has 283129 (75.9%) missing values	Missing
`Pattern_Changer` has 283187 (75.9%) missing values	Missing
`Grouser_Type` has 283243 (76.0%) missing values	Missing
`Backhoe_Mounting` has 299233 (80.2%) missing values	Missing
`Blade_Type` has 298372 (80.0%) missing values	Missing
`Travel_Controls` has 298367 (80.0%) missing values	Missing
`Differential_Type` has 308097 (82.6%) missing values	Missing
`Steering_Controls` has 308133 (82.6%) missing values	Missing
`SalesID` has unique values	Unique
`MachineHoursCurrentMeter` has 62260 (16.7%) zeros	Zeros
`saleDayOfWeek` has 22103 (5.9%) zeros	Zeros

Reproduction

Analysis started	2023-06-15 16:24:01.931413
Analysis finished	2023-06-15 16:25:36.004141
Duration	1 minute and 34.07 seconds
Software version	pandas-profiling v0.0.dev0
Download configuration	config.json

SalesID
Real number (ℝ)

Distinct	372915
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2010255.6

Minimum	1139246
Maximum	6333349
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	1139246
5-th percentile	1217768.1
Q1	1415891.5
median	1630519
Q3	2259277.5
95-th percentile	4359822.3
Maximum	6333349
Range	5194103
Interquartile range (IQR)	843386

Descriptive statistics

Standard deviation	1094494.7
Coefficient of variation (CV)	0.54445548
Kurtosis	7.0493974
Mean	2010255.6
Median Absolute Deviation (MAD)	261434
Skewness	2.6719756
Sum	7.4965448 × 10¹¹
Variance	1.1979186 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1646770	1	< 0.1%
1181577	1	< 0.1%
2404870	1	< 0.1%
1181578	1	< 0.1%
1181801	1	< 0.1%
1181839	1	< 0.1%
1181840	1	< 0.1%
2196192	1	< 0.1%
2438318	1	< 0.1%
2335112	1	< 0.1%
Other values (372905)	372905	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1139246	1	< 0.1%
1139248	1	< 0.1%
1139249	1	< 0.1%
1139251	1	< 0.1%
1139253	1	< 0.1%
1139255	1	< 0.1%
1139256	1	< 0.1%
1139261	1	< 0.1%
1139272	1	< 0.1%
1139278	1	< 0.1%

Value	Count	Frequency (%)
6333349	1	< 0.1%
6333348	1	< 0.1%
6333347	1	< 0.1%
6333345	1	< 0.1%
6333344	1	< 0.1%
6333343	1	< 0.1%
6333342	1	< 0.1%
6333341	1	< 0.1%
6333339	1	< 0.1%
6333338	1	< 0.1%

SalePrice
Real number (ℝ)

Distinct	933
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32330.512

Minimum	4750
Maximum	142000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	4750
5-th percentile	8500
Q1	15000
median	25000
Q3	42000
95-th percentile	83000
Maximum	142000
Range	137250
Interquartile range (IQR)	27000

Descriptive statistics

Standard deviation	23528.219
Coefficient of variation (CV)	0.72774038
Kurtosis	1.9123597
Mean	32330.512
Median Absolute Deviation (MAD)	12000
Skewness	1.4547385
Sum	1.2056533 × 10¹⁰
Variance	5.5357708 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25000	7242	1.9%
20000	6913	1.9%
26000	6696	1.8%
15000	6573	1.8%
14000	6277	1.7%
16000	6275	1.7%
17000	6178	1.7%
18000	6118	1.6%
19000	6110	1.6%
24000	6110	1.6%
Other values (923)	308423	82.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4750	153	< 0.1%
4800	16	< 0.1%
4850	4	< 0.1%
4900	17	< 0.1%
4935	1	< 0.1%
4950	2	< 0.1%
4987	2	< 0.1%
5000	703	0.2%
5100	35	< 0.1%
5150	1	< 0.1%

Value	Count	Frequency (%)
142000	5	< 0.1%
141000	13	< 0.1%
140000	103	< 0.1%
139000	6	< 0.1%
138900	1	< 0.1%
138000	11	< 0.1%
137500	53	< 0.1%
137000	14	< 0.1%
136000	18	< 0.1%
135000	94	< 0.1%

MachineID
Real number (ℝ)

Distinct	318066
Distinct (%)	85.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1222473.6

Minimum	0
Maximum	2486276
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	0
5-th percentile	201470.9
Q1	1084650.5
median	1281261
Q3	1475833
95-th percentile	1873247
Maximum	2486276
Range	2486276
Interquartile range (IQR)	391182.5

Descriptive statistics

Standard deviation	463304.2
Coefficient of variation (CV)	0.37898912
Kurtosis	0.78047048
Mean	1222473.6
Median Absolute Deviation (MAD)	195583
Skewness	-0.59929103
Sum	4.5587874 × 10¹¹
Variance	2.1465078 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2283592	46	< 0.1%
2285830	44	< 0.1%
1896854	39	< 0.1%
1746392	34	< 0.1%
2268800	31	< 0.1%
1942724	29	< 0.1%
2282547	29	< 0.1%
2208545	27	< 0.1%
2300370	27	< 0.1%
2293171	26	< 0.1%
Other values (318056)	372583	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
2	1	< 0.1%
13	1	< 0.1%
17	1	< 0.1%
52	1	< 0.1%
63	1	< 0.1%
66	1	< 0.1%
102	2	< 0.1%
113	1	< 0.1%
116	1	< 0.1%

Value	Count	Frequency (%)
2486276	1	< 0.1%
2486275	1	< 0.1%
2486274	1	< 0.1%
2486273	1	< 0.1%
2486111	1	< 0.1%
2486110	1	< 0.1%
2485633	1	< 0.1%
2484864	1	< 0.1%
2484863	1	< 0.1%
2484862	1	< 0.1%

ModelID
Real number (ℝ)

Distinct	4833
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6838.2878

Minimum	28
Maximum	37198
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	28
5-th percentile	802.5
Q1	3263
median	4604
Q3	8343
95-th percentile	22074
Maximum	37198
Range	37170
Interquartile range (IQR)	5080

Descriptive statistics

Standard deviation	6202.3953
Coefficient of variation (CV)	0.90700997
Kurtosis	3.1854999
Mean	6838.2878
Median Absolute Deviation (MAD)	2409
Skewness	1.7880698
Sum	2.5501001 × 10⁹
Variance	38469707
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4605	5306	1.4%
3538	4845	1.3%
4604	4171	1.1%
3170	3950	1.1%
3362	3933	1.1%
3537	3642	1.0%
4603	3296	0.9%
3171	3248	0.9%
3357	3047	0.8%
3178	2954	0.8%
Other values (4823)	334523	89.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28	38	< 0.1%
29	17	< 0.1%
31	12	< 0.1%
34	9	< 0.1%
43	683	0.2%
47	236	0.1%
50	10	< 0.1%
53	56	< 0.1%
55	3	< 0.1%
75	430	0.1%

Value	Count	Frequency (%)
37198	2	< 0.1%
37197	16	< 0.1%
37196	14	< 0.1%
36933	2	< 0.1%
36928	1	< 0.1%
36914	1	< 0.1%
36894	1	< 0.1%
36885	1	< 0.1%
36883	1	< 0.1%
36880	1	< 0.1%

datasource
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	135.37663

Minimum	121
Maximum	173
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	121
5-th percentile	121
Q1	132
median	132
Q3	136
95-th percentile	149
Maximum	173
Range	52
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	9.8572695
Coefficient of variation (CV)	0.072813672
Kurtosis	6.517749
Mean	135.37663
Median Absolute Deviation (MAD)	0
Skewness	2.4330397
Sum	50483976
Variance	97.165762
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
132	239231	64.2%
136	64778	17.4%
149	30856	8.3%
121	20519	5.5%
172	17530	4.7%
173	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
121	20519	5.5%
132	239231	64.2%
136	64778	17.4%
149	30856	8.3%
172	17530	4.7%
173	1	< 0.1%

Value	Count	Frequency (%)
173	1	< 0.1%
172	17530	4.7%
149	30856	8.3%
136	64778	17.4%
132	239231	64.2%
121	20519	5.5%

auctioneerID
Real number (ℝ)

Distinct	30
Distinct (%)	< 0.1%
Missing	17459
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	6.4869013

Minimum	0
Maximum	99
Zeros	431
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	4
95-th percentile	21
Maximum	99
Range	99
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	17.116211
Coefficient of variation (CV)	2.6385804
Kurtosis	23.071733
Mean	6.4869013
Median Absolute Deviation (MAD)	0
Skewness	4.8327465
Sum	2305808
Variance	292.96468
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
1	180673	48.4%
2	50296	13.5%
3	25541	6.8%
4	18290	4.9%
6	11570	3.1%
99	10841	2.9%
7	7004	1.9%
8	6424	1.7%
5	6300	1.7%
10	4958	1.3%
Other values (20)	33559	9.0%
(Missing)	17459	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	431	0.1%
1	180673	48.4%
2	50296	13.5%
3	25541	6.8%
4	18290	4.9%
5	6300	1.7%
6	11570	3.1%
7	7004	1.9%
8	6424	1.7%
9	3268	0.9%

Value	Count	Frequency (%)
99	10841	2.9%
28	755	0.2%
27	1052	0.3%
26	684	0.2%
25	861	0.2%
24	1337	0.4%
23	1162	0.3%
22	1042	0.3%
21	1280	0.3%
20	1965	0.5%

YearMade
Real number (ℝ)

Distinct	70
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1993.9412

Minimum	1937
Maximum	2014
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	1937
5-th percentile	1975
Q1	1988
median	1996
Q3	2001
95-th percentile	2006
Maximum	2014
Range	77
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	9.579253
Coefficient of variation (CV)	0.0048041802
Kurtosis	0.20326391
Mean	1993.9412
Median Absolute Deviation (MAD)	6
Skewness	-0.87515654
Sum	7.435706 × 10⁸
Variance	91.762089
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2005	22048	5.9%
1998	21743	5.8%
2004	20874	5.6%
1999	19263	5.2%
1997	19259	5.2%
2000	17230	4.6%
1996	16993	4.6%
1995	15798	4.2%
2003	14649	3.9%
1994	14456	3.9%
Other values (60)	190602	51.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1937	1	< 0.1%
1942	1	< 0.1%
1947	1	< 0.1%
1948	3	< 0.1%
1949	1	< 0.1%
1950	8	< 0.1%
1951	7	< 0.1%
1952	6	< 0.1%
1953	7	< 0.1%
1954	3	< 0.1%

Value	Count	Frequency (%)
2014	2	< 0.1%
2013	1	< 0.1%
2012	1	< 0.1%
2011	31	< 0.1%
2010	58	< 0.1%
2009	212	0.1%
2008	1691	0.5%
2007	5044	1.4%
2006	13409	3.6%
2005	22048	5.9%

MachineHoursCurrentMeter
Real number (ℝ)

MISSING ZEROS

Distinct	14316
Distinct (%)	11.0%
Missing	242638
Missing (%)	65.1%
Infinite	0
Infinite (%)	0.0%
Mean	2491.069

Minimum	0
Maximum	185100
Zeros	62260
Zeros (%)	16.7%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	380
Q3	3238
95-th percentile	10139.2
Maximum	185100
Range	185100
Interquartile range (IQR)	3238

Descriptive statistics

Standard deviation	5745.5617
Coefficient of variation (CV)	2.3064643
Kurtosis	308.45129
Mean	2491.069
Median Absolute Deviation (MAD)	380
Skewness	13.224764
Sum	3.24529 × 10⁸
Variance	33011479
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	62260	16.7%
2000	114	< 0.1%
1000	110	< 0.1%
1500	96	< 0.1%
500	95	< 0.1%
24	90	< 0.1%
1200	85	< 0.1%
800	84	< 0.1%
1700	80	< 0.1%
1400	79	< 0.1%
Other values (14306)	67184	18.0%
(Missing)	242638	65.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	62260	16.7%
1	2	< 0.1%
2	18	< 0.1%
3	21	< 0.1%
4	35	< 0.1%
5	43	< 0.1%
6	19	< 0.1%
7	12	< 0.1%
8	16	< 0.1%
9	11	< 0.1%

Value	Count	Frequency (%)
185100	1	< 0.1%
183500	1	< 0.1%
180300	1	< 0.1%
180000	1	< 0.1%
177800	1	< 0.1%
177200	1	< 0.1%
176700	1	< 0.1%
176300	1	< 0.1%
176100	1	< 0.1%
174900	1	< 0.1%

UsageBand
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	304898
Missing (%)	81.8%
Memory size	2.8 MiB

Medium	34384
Low	21717
High	11916

Length

Max length	6
Median length	6
Mean length	4.6917535
Min length	3

Characters and Unicode

Total characters	319119
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Low
2nd row	Low
3rd row	Low
4th row	Medium
5th row	Medium

Common Values

Value	Count	Frequency (%)
Medium	34384	9.2%
Low	21717	5.8%
High	11916	3.2%
(Missing)	304898	81.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
medium	34384	50.6%
low	21717	31.9%
high	11916	17.5%

Most occurring characters

Value	Count	Frequency (%)
i	46300	14.5%
M	34384	10.8%
e	34384	10.8%
d	34384	10.8%
u	34384	10.8%
m	34384	10.8%
L	21717	6.8%
o	21717	6.8%
w	21717	6.8%
H	11916	3.7%
Other values (2)	23832	7.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	251102	78.7%
Uppercase Letter	68017	21.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	46300	18.4%
e	34384	13.7%
d	34384	13.7%
u	34384	13.7%
m	34384	13.7%
o	21717	8.6%
w	21717	8.6%
g	11916	4.7%
h	11916	4.7%

Uppercase Letter

Value	Count	Frequency (%)
M	34384	50.6%
L	21717	31.9%
H	11916	17.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	319119	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	46300	14.5%
M	34384	10.8%
e	34384	10.8%
d	34384	10.8%
u	34384	10.8%
m	34384	10.8%
L	21717	6.8%
o	21717	6.8%
w	21717	6.8%
H	11916	3.7%
Other values (2)	23832	7.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	319119	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	46300	14.5%
M	34384	10.8%
e	34384	10.8%
d	34384	10.8%
u	34384	10.8%
m	34384	10.8%
L	21717	6.8%
o	21717	6.8%
w	21717	6.8%
H	11916	3.7%
Other values (2)	23832	7.5%

fiModelDesc
Categorical

Distinct	4639
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

310G	5306
416C	4845
310E	4171
580K	3950
140G	3933
Other values (4634)	350710

Length

Max length	19
Median length	17
Mean length	4.667919
Min length	1

Characters and Unicode

Total characters	1740737
Distinct characters	57
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	802 ?
Unique (%)	0.2%

Sample

1st row	TD20
2nd row	A66
3rd row	D7G
4th row	A62
5th row	D3B

Common Values

Value	Count	Frequency (%)
310G	5306	1.4%
416C	4845	1.3%
310E	4171	1.1%
580K	3950	1.1%
140G	3933	1.1%
416B	3657	1.0%
310D	3296	0.9%
580L	3248	0.9%
12G	3047	0.8%
580SUPER L	2954	0.8%
Other values (4629)	334508	89.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
580super	5435	1.4%
310g	5306	1.4%
416c	4845	1.3%
310e	4171	1.1%
580k	3950	1.0%
140g	3933	1.0%
416b	3657	1.0%
l	3345	0.9%
310d	3296	0.9%
580l	3249	0.9%
Other values (4629)	338535	89.2%

Most occurring characters

Value	Count	Frequency (%)
0	206863	11.9%
5	133270	7.7%
1	123334	7.1%
3	111962	6.4%
2	110918	6.4%
4	94278	5.4%
6	88555	5.1%
L	88355	5.1%
C	87507	5.0%
D	79400	4.6%
Other values (47)	616295	35.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1025981	58.9%
Uppercase Letter	687099	39.5%
Dash Punctuation	18504	1.1%
Space Separator	7148	0.4%
Other Punctuation	1909	0.1%
Lowercase Letter	63	< 0.1%
Math Symbol	25	< 0.1%
Open Punctuation	4	< 0.1%
Close Punctuation	4	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
L	88355	12.9%
C	87507	12.7%
D	79400	11.6%
G	54550	7.9%
I	46707	6.8%
E	44942	6.5%
B	42959	6.3%
P	39583	5.8%
S	27330	4.0%
H	26952	3.9%
Other values (16)	148814	21.7%

Lowercase Letter

Value	Count	Frequency (%)
t	10	15.9%
e	8	12.7%
i	7	11.1%
o	6	9.5%
a	6	9.5%
g	4	6.3%
h	4	6.3%
m	4	6.3%
s	3	4.8%
r	3	4.8%
Other values (4)	8	12.7%

Decimal Number

Value	Count	Frequency (%)
0	206863	20.2%
5	133270	13.0%
1	123334	12.0%
3	111962	10.9%
2	110918	10.8%
4	94278	9.2%
6	88555	8.6%
8	66204	6.5%
9	45917	4.5%
7	44680	4.4%

Other Punctuation

Value	Count	Frequency (%)
.	1907	99.9%
/	2	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	18504	100.0%

Space Separator

Value	Count	Frequency (%)
	7148	100.0%

Math Symbol

Value	Count	Frequency (%)
+	25	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1053575	60.5%
Latin	687162	39.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
L	88355	12.9%
C	87507	12.7%
D	79400	11.6%
G	54550	7.9%
I	46707	6.8%
E	44942	6.5%
B	42959	6.3%
P	39583	5.8%
S	27330	4.0%
H	26952	3.9%
Other values (30)	148877	21.7%

Common

Value	Count	Frequency (%)
0	206863	19.6%
5	133270	12.6%
1	123334	11.7%
3	111962	10.6%
2	110918	10.5%
4	94278	8.9%
6	88555	8.4%
8	66204	6.3%
9	45917	4.4%
7	44680	4.2%
Other values (7)	27594	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1740737	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	206863	11.9%
5	133270	7.7%
1	123334	7.1%
3	111962	6.4%
2	110918	6.4%
4	94278	5.4%
6	88555	5.1%
L	88355	5.1%
C	87507	5.0%
D	79400	4.6%
Other values (47)	616295	35.4%

fiBaseModel
Categorical

Distinct	1797
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

580	18623
310	17417
D6	12988
416	12585
D5	9398
Other values (1792)	301904

Length

Max length	13
Median length	3
Mean length	3.1776464
Min length	1

Characters and Unicode

Total characters	1184992
Distinct characters	39
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	213 ?
Unique (%)	0.1%

Sample

1st row	TD20
2nd row	A66
3rd row	D7
4th row	A62
5th row	D3

Common Values

Value	Count	Frequency (%)
580	18623	5.0%
310	17417	4.7%
D6	12988	3.5%
416	12585	3.4%
D5	9398	2.5%
950	7282	2.0%
D3	6803	1.8%
D8	6505	1.7%
D4	6339	1.7%
12	5968	1.6%
Other values (1787)	269007	72.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
580	18623	5.0%
310	17417	4.7%
d6	12988	3.5%
416	12585	3.4%
d5	9398	2.5%
950	7282	2.0%
d3	6803	1.8%
d8	6505	1.7%
d4	6339	1.7%
12	5968	1.6%
Other values (1760)	269408	72.2%

Most occurring characters

Value	Count	Frequency (%)
0	206296	17.4%
5	128033	10.8%
1	116615	9.8%
3	106726	9.0%
2	104770	8.8%
4	94154	7.9%
6	83069	7.0%
8	65109	5.5%
D	60021	5.1%
9	45915	3.9%
Other values (29)	174284	14.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	992746	83.8%
Uppercase Letter	189875	16.0%
Other Punctuation	1876	0.2%
Space Separator	401	< 0.1%
Dash Punctuation	94	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
D	60021	31.6%
C	17712	9.3%
E	13357	7.0%
P	13135	6.9%
S	12809	6.7%
X	12321	6.5%
T	11992	6.3%
L	9054	4.8%
W	7831	4.1%
A	6672	3.5%
Other values (15)	24971	13.2%

Decimal Number

Value	Count	Frequency (%)
0	206296	20.8%
5	128033	12.9%
1	116615	11.7%
3	106726	10.8%
2	104770	10.6%
4	94154	9.5%
6	83069	8.4%
8	65109	6.6%
9	45915	4.6%
7	42059	4.2%

Other Punctuation

Value	Count	Frequency (%)
.	1875	99.9%
/	1	0.1%

Space Separator

Value	Count	Frequency (%)
	401	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	94	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	995117	84.0%
Latin	189875	16.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
D	60021	31.6%
C	17712	9.3%
E	13357	7.0%
P	13135	6.9%
S	12809	6.7%
X	12321	6.5%
T	11992	6.3%
L	9054	4.8%
W	7831	4.1%
A	6672	3.5%
Other values (15)	24971	13.2%

Common

Value	Count	Frequency (%)
0	206296	20.7%
5	128033	12.9%
1	116615	11.7%
3	106726	10.7%
2	104770	10.5%
4	94154	9.5%
6	83069	8.3%
8	65109	6.5%
9	45915	4.6%
7	42059	4.2%
Other values (4)	2371	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1184992	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	206296	17.4%
5	128033	10.8%
1	116615	9.8%
3	106726	9.0%
2	104770	8.8%
4	94154	7.9%
6	83069	7.0%
8	65109	5.5%
D	60021	5.1%
9	45915	3.9%
Other values (29)	174284	14.7%

fiSecondaryDesc
Categorical

HIGH CARDINALITY MISSING

Distinct	163
Distinct (%)	0.1%
Missing	122856
Missing (%)	32.9%
Memory size	2.8 MiB

C	42005
B	37260
G	35920
H	23606
E	19345
Other values (158)	91923

Length

Max length	13
Median length	1
Mean length	1.2390556
Min length	1

Characters and Unicode

Total characters	309837
Distinct characters	37
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	24 ?
Unique (%)	< 0.1%

Sample

1st row	G
2nd row	B
3rd row	C
4th row	H
5th row	F

Common Values

Value	Count	Frequency (%)
C	42005	11.3%
B	37260	10.0%
G	35920	9.6%
H	23606	6.3%
E	19345	5.2%
D	19004	5.1%
F	8860	2.4%
K	7434	2.0%
M	5192	1.4%
L	5169	1.4%
Other values (153)	46264	12.4%
(Missing)	122856	32.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
c	42015	16.4%
b	37315	14.6%
g	35929	14.0%
h	23606	9.2%
e	19570	7.6%
d	19004	7.4%
f	8860	3.5%
l	8781	3.4%
k	8257	3.2%
m	6838	2.7%
Other values (139)	46223	18.0%

Most occurring characters

Value	Count	Frequency (%)
C	46021	14.9%
B	37919	12.2%
G	37540	12.1%
E	30754	9.9%
H	23973	7.7%
D	19177	6.2%
L	16009	5.2%
S	11742	3.8%
R	11524	3.7%
P	10539	3.4%
Other values (27)	64639	20.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	302794	97.7%
Space Separator	6681	2.2%
Decimal Number	287	0.1%
Dash Punctuation	40	< 0.1%
Other Punctuation	35	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	46021	15.2%
B	37919	12.5%
G	37540	12.4%
E	30754	10.2%
H	23973	7.9%
D	19177	6.3%
L	16009	5.3%
S	11742	3.9%
R	11524	3.8%
P	10539	3.5%
Other values (14)	57596	19.0%

Decimal Number

Value	Count	Frequency (%)
7	124	43.2%
3	113	39.4%
2	22	7.7%
5	14	4.9%
0	8	2.8%
1	4	1.4%
6	1	0.3%
9	1	0.3%

Other Punctuation

Value	Count	Frequency (%)
#	14	40.0%
?	14	40.0%
.	7	20.0%

Space Separator

Value	Count	Frequency (%)
	6681	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	40	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	302794	97.7%
Common	7043	2.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	46021	15.2%
B	37919	12.5%
G	37540	12.4%
E	30754	10.2%
H	23973	7.9%
D	19177	6.3%
L	16009	5.3%
S	11742	3.9%
R	11524	3.8%
P	10539	3.5%
Other values (14)	57596	19.0%

Common

Value	Count	Frequency (%)
	6681	94.9%
7	124	1.8%
3	113	1.6%
-	40	0.6%
2	22	0.3%
#	14	0.2%
?	14	0.2%
5	14	0.2%
0	8	0.1%
.	7	0.1%
Other values (3)	6	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	309837	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	46021	14.9%
B	37919	12.2%
G	37540	12.1%
E	30754	9.9%
H	23973	7.7%
D	19177	6.2%
L	16009	5.2%
S	11742	3.8%
R	11524	3.7%
P	10539	3.4%
Other values (27)	64639	20.9%

fiModelSeries
Categorical

HIGH CARDINALITY MISSING

Distinct	117
Distinct (%)	0.2%
Missing	323889
Missing (%)	86.9%
Memory size	2.8 MiB

II	13009
LC	7731
III	5099
-1	3498
-2	2779
Other values (112)	16910

Length

Max length	11
Median length	2
Mean length	2.1981194
Min length	1

Characters and Unicode

Total characters	107765
Distinct characters	46
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	20 ?
Unique (%)	< 0.1%

Sample

1st row	II
2nd row	II
3rd row	II
4th row	II
5th row	1

Common Values

Value	Count	Frequency (%)
II	13009	3.5%
LC	7731	2.1%
III	5099	1.4%
-1	3498	0.9%
-2	2779	0.7%
-3	2148	0.6%
-6	1998	0.5%
-5	1841	0.5%
-12	1241	0.3%
7	698	0.2%
Other values (107)	8984	2.4%
(Missing)	323889	86.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ii	13009	26.5%
lc	7731	15.8%
iii	5099	10.4%
1	3663	7.5%
2	3098	6.3%
6	2642	5.4%
3	2612	5.3%
5	2319	4.7%
7	1287	2.6%
12	1258	2.6%
Other values (91)	6308	12.9%

Most occurring characters

Value	Count	Frequency (%)
I	41956	38.9%
-	18002	16.7%
L	8880	8.2%
C	8667	8.0%
1	6674	6.2%
2	5691	5.3%
3	3565	3.3%
5	3249	3.0%
6	2914	2.7%
7	1571	1.5%
Other values (36)	6596	6.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	63570	59.0%
Decimal Number	25240	23.4%
Dash Punctuation	18002	16.7%
Other Punctuation	813	0.8%
Math Symbol	105	0.1%
Lowercase Letter	35	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	41956	66.0%
L	8880	14.0%
C	8667	13.6%
V	1074	1.7%
M	684	1.1%
E	574	0.9%
N	522	0.8%
A	421	0.7%
T	241	0.4%
S	103	0.2%
Other values (13)	448	0.7%

Decimal Number

Value	Count	Frequency (%)
1	6674	26.4%
2	5691	22.5%
3	3565	14.1%
5	3249	12.9%
6	2914	11.5%
7	1571	6.2%
8	800	3.2%
0	759	3.0%
4	16	0.1%
9	1	< 0.1%

Lowercase Letter

Value	Count	Frequency (%)
t	8	22.9%
e	6	17.1%
o	4	11.4%
m	4	11.4%
a	4	11.4%
i	3	8.6%
s	3	8.6%
r	3	8.6%

Other Punctuation

Value	Count	Frequency (%)
#	354	43.5%
?	354	43.5%
.	105	12.9%

Dash Punctuation

Value	Count	Frequency (%)
-	18002	100.0%

Math Symbol

Value	Count	Frequency (%)
+	105	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	63605	59.0%
Common	44160	41.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	41956	66.0%
L	8880	14.0%
C	8667	13.6%
V	1074	1.7%
M	684	1.1%
E	574	0.9%
N	522	0.8%
A	421	0.7%
T	241	0.4%
S	103	0.2%
Other values (21)	483	0.8%

Common

Value	Count	Frequency (%)
-	18002	40.8%
1	6674	15.1%
2	5691	12.9%
3	3565	8.1%
5	3249	7.4%
6	2914	6.6%
7	1571	3.6%
8	800	1.8%
0	759	1.7%
#	354	0.8%
Other values (5)	581	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	107765	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	41956	38.9%
-	18002	16.7%
L	8880	8.2%
C	8667	8.0%
1	6674	6.2%
2	5691	5.3%
3	3565	3.3%
5	3249	3.0%
6	2914	2.7%
7	1571	1.5%
Other values (36)	6596	6.1%

fiModelDescriptor
Categorical

HIGH CARDINALITY MISSING

Distinct	134
Distinct (%)	0.2%
Missing	302791
Missing (%)	81.2%
Memory size	2.8 MiB

L	15809
LGP	15627
LC	12310
XL	6503
6	2557
Other values (129)	17318

Length

Max length	14
Median length	10
Mean length	1.9043551
Min length	1

Characters and Unicode

Total characters	133541
Distinct characters	50
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	24 ?
Unique (%)	< 0.1%

Sample

1st row	LC
2nd row	LGP
3rd row	LGP
4th row	LGP
5th row	LC

Common Values

Value	Count	Frequency (%)
L	15809	4.2%
LGP	15627	4.2%
LC	12310	3.3%
XL	6503	1.7%
6	2557	0.7%
LT	2361	0.6%
5	1956	0.5%
CR	1772	0.5%
3	1454	0.4%
H	991	0.3%
Other values (124)	8784	2.4%
(Missing)	302791	81.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
l	15809	22.5%
lgp	15636	22.3%
lc	12310	17.6%
xl	6503	9.3%
6	2557	3.6%
lt	2361	3.4%
5	1956	2.8%
cr	1772	2.5%
3	1454	2.1%
h	991	1.4%
Other values (122)	8780	12.5%

Most occurring characters

Value	Count	Frequency (%)
L	54412	40.7%
P	15858	11.9%
G	15723	11.8%
C	15107	11.3%
X	7412	5.6%
T	4108	3.1%
R	3856	2.9%
S	2676	2.0%
6	2559	1.9%
5	1965	1.5%
Other values (40)	9865	7.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	125100	93.7%
Decimal Number	8223	6.2%
Other Punctuation	77	0.1%
Math Symbol	76	0.1%
Space Separator	29	< 0.1%
Lowercase Letter	28	< 0.1%
Open Punctuation	4	< 0.1%
Close Punctuation	4	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
L	54412	43.5%
P	15858	12.7%
G	15723	12.6%
C	15107	12.1%
X	7412	5.9%
T	4108	3.3%
R	3856	3.1%
S	2676	2.1%
H	1244	1.0%
Z	1015	0.8%
Other values (14)	3689	2.9%

Lowercase Letter

Value	Count	Frequency (%)
h	4	14.3%
g	4	14.3%
i	4	14.3%
t	2	7.1%
f	2	7.1%
n	2	7.1%
c	2	7.1%
a	2	7.1%
e	2	7.1%
o	2	7.1%

Decimal Number

Value	Count	Frequency (%)
6	2559	31.1%
5	1965	23.9%
3	1567	19.1%
7	926	11.3%
2	439	5.3%
0	305	3.7%
8	295	3.6%
4	116	1.4%
1	51	0.6%

Other Punctuation

Value	Count	Frequency (%)
.	76	98.7%
/	1	1.3%

Math Symbol

Value	Count	Frequency (%)
+	76	100.0%

Space Separator

Value	Count	Frequency (%)
	29	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	125128	93.7%
Common	8413	6.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
L	54412	43.5%
P	15858	12.7%
G	15723	12.6%
C	15107	12.1%
X	7412	5.9%
T	4108	3.3%
R	3856	3.1%
S	2676	2.1%
H	1244	1.0%
Z	1015	0.8%
Other values (25)	3717	3.0%

Common

Value	Count	Frequency (%)
6	2559	30.4%
5	1965	23.4%
3	1567	18.6%
7	926	11.0%
2	439	5.2%
0	305	3.6%
8	295	3.5%
4	116	1.4%
.	76	0.9%
+	76	0.9%
Other values (5)	89	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	133541	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
L	54412	40.7%
P	15858	11.9%
G	15723	11.8%
C	15107	11.3%
X	7412	5.6%
T	4108	3.1%
R	3856	2.9%
S	2676	2.0%
6	2559	1.9%
5	1965	1.5%
Other values (40)	9865	7.4%

ProductSize
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	197516
Missing (%)	53.0%
Memory size	2.8 MiB

Medium	59334
Large / Medium	46474
Small	23743
Mini	20876
Large	19171

Length

Max length	14
Median length	7
Mean length	7.6700608
Min length	4

Characters and Unicode

Total characters	1345321
Distinct characters	20
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Medium
2nd row	Large
3rd row	Medium
4th row	Compact
5th row	Medium

Common Values

Value	Count	Frequency (%)
Medium	59334	15.9%
Large / Medium	46474	12.5%
Small	23743	6.4%
Mini	20876	5.6%
Large	19171	5.1%
Compact	5801	1.6%
(Missing)	197516	53.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
medium	105808	39.4%
large	65645	24.5%
	46474	17.3%
small	23743	8.8%
mini	20876	7.8%
compact	5801	2.2%

Most occurring characters

Value	Count	Frequency (%)
e	171453	12.7%
i	147560	11.0%
m	135352	10.1%
M	126684	9.4%
d	105808	7.9%
u	105808	7.9%
a	95189	7.1%
	92948	6.9%
r	65645	4.9%
g	65645	4.9%
Other values (10)	233229	17.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	984026	73.1%
Uppercase Letter	221873	16.5%
Space Separator	92948	6.9%
Other Punctuation	46474	3.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	171453	17.4%
i	147560	15.0%
m	135352	13.8%
d	105808	10.8%
u	105808	10.8%
a	95189	9.7%
r	65645	6.7%
g	65645	6.7%
l	47486	4.8%
n	20876	2.1%
Other values (4)	23204	2.4%

Uppercase Letter

Value	Count	Frequency (%)
M	126684	57.1%
L	65645	29.6%
S	23743	10.7%
C	5801	2.6%

Space Separator

Value	Count	Frequency (%)
	92948	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	46474	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1205899	89.6%
Common	139422	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	171453	14.2%
i	147560	12.2%
m	135352	11.2%
M	126684	10.5%
d	105808	8.8%
u	105808	8.8%
a	95189	7.9%
r	65645	5.4%
g	65645	5.4%
L	65645	5.4%
Other values (8)	121110	10.0%

Common

Value	Count	Frequency (%)
	92948	66.7%
/	46474	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1345321	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	171453	12.7%
i	147560	11.0%
m	135352	10.1%
M	126684	9.4%
d	105808	7.9%
u	105808	7.9%
a	95189	7.1%
	92948	6.9%
r	65645	4.9%
g	65645	4.9%
Other values (10)	233229	17.3%

fiProductClassDesc
Categorical

Distinct	72
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

Backhoe Loader - 14.0 to 15.0 Ft Standard Digging Depth	54547
Track Type Tractor, Dozer - 20.0 to 75.0 Horsepower	15082
Wheel Loader - 150.0 to 175.0 Horsepower	14587
Track Type Tractor, Dozer - 85.0 to 105.0 Horsepower	14412
Hydraulic Excavator, Track - 21.0 to 24.0 Metric Tons	12573
Other values (67)	261714

Length

Max length	64
Median length	57
Mean length	49.799989
Min length	27

Characters and Unicode

Total characters	18571163
Distinct characters	54
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Track Type Tractor, Dozer - 105.0 to 130.0 Horsepower
2nd row	Wheel Loader - 120.0 to 135.0 Horsepower
3rd row	Track Type Tractor, Dozer - 190.0 to 260.0 Horsepower
4th row	Wheel Loader - Unidentified
5th row	Track Type Tractor, Dozer - 20.0 to 75.0 Horsepower

Common Values

Value	Count	Frequency (%)
Backhoe Loader - 14.0 to 15.0 Ft Standard Digging Depth	54547	14.6%
Track Type Tractor, Dozer - 20.0 to 75.0 Horsepower	15082	4.0%
Wheel Loader - 150.0 to 175.0 Horsepower	14587	3.9%
Track Type Tractor, Dozer - 85.0 to 105.0 Horsepower	14412	3.9%
Hydraulic Excavator, Track - 21.0 to 24.0 Metric Tons	12573	3.4%
Track Type Tractor, Dozer - 130.0 to 160.0 Horsepower	10989	2.9%
Track Type Tractor, Dozer - 260.0 + Horsepower	10354	2.8%
Backhoe Loader - 15.0 to 16.0 Ft Standard Digging Depth	10170	2.7%
Hydraulic Excavator, Track - 12.0 to 14.0 Metric Tons	10092	2.7%
Wheel Loader - 120.0 to 135.0 Horsepower	10007	2.7%
Other values (62)	210102	56.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	389300	12.1%
to	349814	10.8%
loader	183319	5.7%
track	166329	5.2%
horsepower	164122	5.1%
excavator	91214	2.8%
hydraulic	91214	2.8%
tons	91093	2.8%
metric	91093	2.8%
backhoe	76398	2.4%
Other values (73)	1533381	47.5%

Most occurring characters

Value	Count	Frequency (%)
	2854362	15.4%
r	1401019	7.5%
o	1316927	7.1%
e	1188214	6.4%
a	1065360	5.7%
0	1021476	5.5%
t	976191	5.3%
.	718608	3.9%
c	631522	3.4%
1	534902	2.9%
Other values (44)	6862582	37.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	10174606	54.8%
Space Separator	2854362	15.4%
Decimal Number	2495754	13.4%
Uppercase Letter	1769555	9.5%
Other Punctuation	884937	4.8%
Dash Punctuation	372915	2.0%
Math Symbol	18980	0.1%
Open Punctuation	27	< 0.1%
Close Punctuation	27	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	1401019	13.8%
o	1316927	12.9%
e	1188214	11.7%
a	1065360	10.5%
t	976191	9.6%
c	631522	6.2%
d	493844	4.9%
i	462709	4.5%
p	392948	3.9%
n	286442	2.8%
Other values (14)	1959430	19.3%

Uppercase Letter

Value	Count	Frequency (%)
T	407652	23.0%
H	255336	14.4%
L	223424	12.6%
D	222063	12.5%
S	155182	8.8%
M	114360	6.5%
E	91214	5.2%
B	76398	4.3%
F	73474	4.2%
W	66067	3.7%
Other values (3)	84385	4.8%

Decimal Number

Value	Count	Frequency (%)
0	1021476	40.9%
1	534902	21.4%
5	273558	11.0%
2	176686	7.1%
4	133428	5.3%
3	102332	4.1%
6	93801	3.8%
7	85136	3.4%
8	45440	1.8%
9	28995	1.2%

Other Punctuation

Value	Count	Frequency (%)
.	718608	81.2%
,	166329	18.8%

Space Separator

Value	Count	Frequency (%)
	2854362	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	372915	100.0%

Math Symbol

Value	Count	Frequency (%)
+	18980	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	27	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	27	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	11944161	64.3%
Common	6627002	35.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	1401019	11.7%
o	1316927	11.0%
e	1188214	9.9%
a	1065360	8.9%
t	976191	8.2%
c	631522	5.3%
d	493844	4.1%
i	462709	3.9%
T	407652	3.4%
p	392948	3.3%
Other values (27)	3607775	30.2%

Common

Value	Count	Frequency (%)
	2854362	43.1%
0	1021476	15.4%
.	718608	10.8%
1	534902	8.1%
-	372915	5.6%
5	273558	4.1%
2	176686	2.7%
,	166329	2.5%
4	133428	2.0%
3	102332	1.5%
Other values (7)	272406	4.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18571163	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	2854362	15.4%
r	1401019	7.5%
o	1316927	7.1%
e	1188214	6.4%
a	1065360	5.7%
0	1021476	5.5%
t	976191	5.3%
.	718608	3.9%
c	631522	3.4%
1	534902	2.9%
Other values (44)	6862582	37.0%

state
Categorical

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

Florida	60971
Texas	49135
California	27534
Washington	14537
Georgia	13799
Other values (48)	206939

Length

Max length	14
Median length	12
Mean length	8.0555033
Min length	4

Characters and Unicode

Total characters	3004018
Distinct characters	46
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Texas
2nd row	Florida
3rd row	Florida
4th row	Florida
5th row	Florida

Common Values

Value	Count	Frequency (%)
Florida	60971	16.3%
Texas	49135	13.2%
California	27534	7.4%
Washington	14537	3.9%
Georgia	13799	3.7%
Maryland	12190	3.3%
Mississippi	11760	3.2%
Ohio	10871	2.9%
Colorado	10802	2.9%
Illinois	10607	2.8%
Other values (43)	150709	40.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
florida	60971	14.7%
texas	49135	11.8%
california	27534	6.6%
new	22951	5.5%
carolina	17989	4.3%
washington	14539	3.5%
georgia	13799	3.3%
maryland	12190	2.9%
mississippi	11760	2.8%
ohio	10871	2.6%
Other values (46)	173571	41.8%

Most occurring characters

Value	Count	Frequency (%)
a	391970	13.0%
i	334912	11.1%
o	265236	8.8%
n	224158	7.5%
s	205032	6.8%
e	198066	6.6%
r	198033	6.6%
l	170829	5.7%
d	98820	3.3%
t	65643	2.2%
Other values (36)	851319	28.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2546311	84.8%
Uppercase Letter	415312	13.8%
Space Separator	42395	1.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	391970	15.4%
i	334912	13.2%
o	265236	10.4%
n	224158	8.8%
s	205032	8.1%
e	198066	7.8%
r	198033	7.8%
l	170829	6.7%
d	98820	3.9%
t	65643	2.6%
Other values (14)	393612	15.5%

Uppercase Letter

Value	Count	Frequency (%)
C	63660	15.3%
F	60971	14.7%
T	58525	14.1%
M	47946	11.5%
N	40511	9.8%
A	21769	5.2%
W	19097	4.6%
I	17264	4.2%
O	13812	3.3%
G	13799	3.3%
Other values (11)	57958	14.0%

Space Separator

Value	Count	Frequency (%)
	42395	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2961623	98.6%
Common	42395	1.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	391970	13.2%
i	334912	11.3%
o	265236	9.0%
n	224158	7.6%
s	205032	6.9%
e	198066	6.7%
r	198033	6.7%
l	170829	5.8%
d	98820	3.3%
t	65643	2.2%
Other values (35)	808924	27.3%

Common

Value	Count	Frequency (%)
	42395	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3004018	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	391970	13.0%
i	334912	11.1%
o	265236	8.8%
n	224158	7.5%
s	205032	6.8%
e	198066	6.6%
r	198033	6.6%
l	170829	5.7%
d	98820	3.3%
t	65643	2.2%
Other values (36)	851319	28.3%

ProductGroup
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

TEX	91214
BL	76398
TTT	75115
WL	66067
SSL	40854

Length

Max length	3
Median length	3
Mean length	2.555577
Min length	2

Characters and Unicode

Total characters	953013
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TTT
2nd row	WL
3rd row	TTT
4th row	WL
5th row	TTT

Common Values

Value	Count	Frequency (%)
TEX	91214	24.5%
BL	76398	20.5%
TTT	75115	20.1%
WL	66067	17.7%
SSL	40854	11.0%
MG	23267	6.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
tex	91214	24.5%
bl	76398	20.5%
ttt	75115	20.1%
wl	66067	17.7%
ssl	40854	11.0%
mg	23267	6.2%

Most occurring characters

Value	Count	Frequency (%)
T	316559	33.2%
L	183319	19.2%
E	91214	9.6%
X	91214	9.6%
S	81708	8.6%
B	76398	8.0%
W	66067	6.9%
M	23267	2.4%
G	23267	2.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	953013	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	316559	33.2%
L	183319	19.2%
E	91214	9.6%
X	91214	9.6%
S	81708	8.6%
B	76398	8.0%
W	66067	6.9%
M	23267	2.4%
G	23267	2.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	953013	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	316559	33.2%
L	183319	19.2%
E	91214	9.6%
X	91214	9.6%
S	81708	8.6%
B	76398	8.0%
W	66067	6.9%
M	23267	2.4%
G	23267	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	953013	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
T	316559	33.2%
L	183319	19.2%
E	91214	9.6%
X	91214	9.6%
S	81708	8.6%
B	76398	8.0%
W	66067	6.9%
M	23267	2.4%
G	23267	2.4%

ProductGroupDesc
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

Track Excavators	91214
Backhoe Loaders	76398
Track Type Tractors	75115
Wheel Loader	66067
Skid Steer Loaders	40854

Length

Max length	19
Median length	16
Mean length	15.722687
Min length	12

Characters and Unicode

Total characters	5863226
Distinct characters	25
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Track Type Tractors
2nd row	Wheel Loader
3rd row	Track Type Tractors
4th row	Wheel Loader
5th row	Track Type Tractors

Common Values

Value	Count	Frequency (%)
Track Excavators	91214	24.5%
Backhoe Loaders	76398	20.5%
Track Type Tractors	75115	20.1%
Wheel Loader	66067	17.7%
Skid Steer Loaders	40854	11.0%
Motor Graders	23267	6.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
track	166329	19.3%
loaders	117252	13.6%
excavators	91214	10.6%
backhoe	76398	8.9%
type	75115	8.7%
tractors	75115	8.7%
wheel	66067	7.7%
loader	66067	7.7%
skid	40854	4.7%
steer	40854	4.7%
Other values (2)	46534	5.4%

Most occurring characters

Value	Count	Frequency (%)
a	706856	12.1%
r	701747	12.0%
e	571941	9.8%
	488884	8.3%
o	472580	8.1%
c	409056	7.0%
T	316559	5.4%
s	306848	5.2%
k	283581	4.8%
d	247440	4.2%
Other values (15)	1357734	23.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4512543	77.0%
Uppercase Letter	861799	14.7%
Space Separator	488884	8.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	706856	15.7%
r	701747	15.6%
e	571941	12.7%
o	472580	10.5%
c	409056	9.1%
s	306848	6.8%
k	283581	6.3%
d	247440	5.5%
t	230450	5.1%
h	142465	3.2%
Other values (6)	439579	9.7%

Uppercase Letter

Value	Count	Frequency (%)
T	316559	36.7%
L	183319	21.3%
E	91214	10.6%
S	81708	9.5%
B	76398	8.9%
W	66067	7.7%
M	23267	2.7%
G	23267	2.7%

Space Separator

Value	Count	Frequency (%)
	488884	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5374342	91.7%
Common	488884	8.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	706856	13.2%
r	701747	13.1%
e	571941	10.6%
o	472580	8.8%
c	409056	7.6%
T	316559	5.9%
s	306848	5.7%
k	283581	5.3%
d	247440	4.6%
t	230450	4.3%
Other values (14)	1127284	21.0%

Common

Value	Count	Frequency (%)
	488884	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5863226	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	706856	12.1%
r	701747	12.0%
e	571941	9.8%
	488884	8.3%
o	472580	8.1%
c	409056	7.0%
T	316559	5.4%
s	306848	5.2%
k	283581	4.8%
d	247440	4.2%
Other values (15)	1357734	23.2%

Drive_System
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	273743
Missing (%)	73.4%
Memory size	2.8 MiB

Two Wheel Drive	44120
Four Wheel Drive	32002
No	22341
All Wheel Drive	709

Length

Max length	16
Median length	15
Mean length	12.394113
Min length	2

Characters and Unicode

Total characters	1229149
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	Four Wheel Drive
4th row	No
5th row	No

Common Values

Value	Count	Frequency (%)
Two Wheel Drive	44120	11.8%
Four Wheel Drive	32002	8.6%
No	22341	6.0%
All Wheel Drive	709	0.2%
(Missing)	273743	73.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
wheel	76831	30.4%
drive	76831	30.4%
two	44120	17.5%
four	32002	12.7%
no	22341	8.8%
all	709	0.3%

Most occurring characters

Value	Count	Frequency (%)
e	230493	18.8%
	153662	12.5%
r	108833	8.9%
o	98463	8.0%
l	78249	6.4%
W	76831	6.3%
h	76831	6.3%
D	76831	6.3%
i	76831	6.3%
v	76831	6.3%
Other values (6)	175294	14.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	822653	66.9%
Uppercase Letter	252834	20.6%
Space Separator	153662	12.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	230493	28.0%
r	108833	13.2%
o	98463	12.0%
l	78249	9.5%
h	76831	9.3%
i	76831	9.3%
v	76831	9.3%
w	44120	5.4%
u	32002	3.9%

Uppercase Letter

Value	Count	Frequency (%)
W	76831	30.4%
D	76831	30.4%
T	44120	17.5%
F	32002	12.7%
N	22341	8.8%
A	709	0.3%

Space Separator

Value	Count	Frequency (%)
	153662	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1075487	87.5%
Common	153662	12.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	230493	21.4%
r	108833	10.1%
o	98463	9.2%
l	78249	7.3%
W	76831	7.1%
h	76831	7.1%
D	76831	7.1%
i	76831	7.1%
v	76831	7.1%
T	44120	4.1%
Other values (5)	131174	12.2%

Common

Value	Count	Frequency (%)
	153662	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1229149	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	230493	18.8%
	153662	12.5%
r	108833	8.9%
o	98463	8.0%
l	78249	6.4%
W	76831	6.3%
h	76831	6.3%
D	76831	6.3%
i	76831	6.3%
v	76831	6.3%
Other values (6)	175294	14.3%

Enclosure
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	262
Missing (%)	0.1%
Memory size	2.8 MiB

OROPS	162358
EROPS	123878
EROPS w AC	86397
EROPS AC	16
NO ROPS	2

Length

Max length	19
Median length	5
Mean length	6.1594298
Min length	5

Characters and Unicode

Total characters	2295330
Distinct characters	21
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	OROPS
2nd row	OROPS
3rd row	OROPS
4th row	EROPS
5th row	OROPS

Common Values

Value	Count	Frequency (%)
OROPS	162358	43.5%
EROPS	123878	33.2%
EROPS w AC	86397	23.2%
EROPS AC	16	< 0.1%
NO ROPS	2	< 0.1%
None or Unspecified	2	< 0.1%
(Missing)	262	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
erops	210291	38.6%
orops	162358	29.8%
ac	86413	15.8%
w	86397	15.8%
no	2	< 0.1%
rops	2	< 0.1%
none	2	< 0.1%
or	2	< 0.1%
unspecified	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
O	535011	23.3%
P	372651	16.2%
S	372651	16.2%
R	372651	16.2%
E	210291	9.2%
	172816	7.5%
A	86413	3.8%
C	86413	3.8%
w	86397	3.8%
e	6	< 0.1%
Other values (11)	30	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2036087	88.7%
Space Separator	172816	7.5%
Lowercase Letter	86427	3.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
w	86397	> 99.9%
e	6	< 0.1%
i	4	< 0.1%
o	4	< 0.1%
n	4	< 0.1%
r	2	< 0.1%
s	2	< 0.1%
p	2	< 0.1%
c	2	< 0.1%
f	2	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
O	535011	26.3%
P	372651	18.3%
S	372651	18.3%
R	372651	18.3%
E	210291	10.3%
A	86413	4.2%
C	86413	4.2%
N	4	< 0.1%
U	2	< 0.1%

Space Separator

Value	Count	Frequency (%)
	172816	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2122514	92.5%
Common	172816	7.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
O	535011	25.2%
P	372651	17.6%
S	372651	17.6%
R	372651	17.6%
E	210291	9.9%
A	86413	4.1%
C	86413	4.1%
w	86397	4.1%
e	6	< 0.1%
i	4	< 0.1%
Other values (10)	26	< 0.1%

Common

Value	Count	Frequency (%)
	172816	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2295330	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
O	535011	23.3%
P	372651	16.2%
S	372651	16.2%
R	372651	16.2%
E	210291	9.2%
	172816	7.5%
A	86413	3.8%
C	86413	3.8%
w	86397	3.8%
e	6	< 0.1%
Other values (11)	30	< 0.1%

Forks
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	191074
Missing (%)	51.2%
Memory size	2.8 MiB

None or Unspecified	168050
Yes	13791

Length

Max length	19
Median length	19
Mean length	17.786544
Min length	3

Characters and Unicode

Total characters	3234323
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	Yes
4th row	Yes
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	168050	45.1%
Yes	13791	3.7%
(Missing)	191074	51.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	168050	32.4%
or	168050	32.4%
unspecified	168050	32.4%
yes	13791	2.7%

Most occurring characters

Value	Count	Frequency (%)
e	517941	16.0%
o	336100	10.4%
n	336100	10.4%
	336100	10.4%
i	336100	10.4%
s	181841	5.6%
N	168050	5.2%
r	168050	5.2%
U	168050	5.2%
p	168050	5.2%
Other values (4)	517941	16.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2548332	78.8%
Uppercase Letter	349891	10.8%
Space Separator	336100	10.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	517941	20.3%
o	336100	13.2%
n	336100	13.2%
i	336100	13.2%
s	181841	7.1%
r	168050	6.6%
p	168050	6.6%
c	168050	6.6%
f	168050	6.6%
d	168050	6.6%

Uppercase Letter

Value	Count	Frequency (%)
N	168050	48.0%
U	168050	48.0%
Y	13791	3.9%

Space Separator

Value	Count	Frequency (%)
	336100	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2898223	89.6%
Common	336100	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	517941	17.9%
o	336100	11.6%
n	336100	11.6%
i	336100	11.6%
s	181841	6.3%
N	168050	5.8%
r	168050	5.8%
U	168050	5.8%
p	168050	5.8%
c	168050	5.8%
Other values (3)	349891	12.1%

Common

Value	Count	Frequency (%)
	336100	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3234323	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	517941	16.0%
o	336100	10.4%
n	336100	10.4%
	336100	10.4%
i	336100	10.4%
s	181841	5.6%
N	168050	5.2%
r	168050	5.2%
U	168050	5.2%
p	168050	5.2%
Other values (4)	517941	16.0%

Pad_Type
Categorical

IMBALANCE MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	296794
Missing (%)	79.6%
Memory size	2.8 MiB

None or Unspecified	67651
Reversible	5800
Street	2645
Grouser	25

Length

Max length	19
Median length	19
Mean length	17.858594
Min length	6

Characters and Unicode

Total characters	1359414
Distinct characters	21
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	67651	18.1%
Reversible	5800	1.6%
Street	2645	0.7%
Grouser	25	< 0.1%
(Missing)	296794	79.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	67651	32.0%
or	67651	32.0%
unspecified	67651	32.0%
reversible	5800	2.7%
street	2645	1.3%
grouser	25	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	225668	16.6%
i	141102	10.4%
o	135327	10.0%
n	135302	10.0%
	135302	10.0%
r	76146	5.6%
s	73476	5.4%
d	67651	5.0%
f	67651	5.0%
N	67651	5.0%
Other values (11)	234138	17.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1080340	79.5%
Uppercase Letter	143772	10.6%
Space Separator	135302	10.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	225668	20.9%
i	141102	13.1%
o	135327	12.5%
n	135302	12.5%
r	76146	7.0%
s	73476	6.8%
d	67651	6.3%
f	67651	6.3%
c	67651	6.3%
p	67651	6.3%
Other values (5)	22715	2.1%

Uppercase Letter

Value	Count	Frequency (%)
N	67651	47.1%
U	67651	47.1%
R	5800	4.0%
S	2645	1.8%
G	25	< 0.1%

Space Separator

Value	Count	Frequency (%)
	135302	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1224112	90.0%
Common	135302	10.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	225668	18.4%
i	141102	11.5%
o	135327	11.1%
n	135302	11.1%
r	76146	6.2%
s	73476	6.0%
d	67651	5.5%
f	67651	5.5%
N	67651	5.5%
c	67651	5.5%
Other values (10)	166487	13.6%

Common

Value	Count	Frequency (%)
	135302	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1359414	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	225668	16.6%
i	141102	10.4%
o	135327	10.0%
n	135302	10.0%
	135302	10.0%
r	76146	5.6%
s	73476	5.4%
d	67651	5.0%
f	67651	5.0%
N	67651	5.0%
Other values (11)	234138	17.2%

Ride_Control
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	231900
Missing (%)	62.2%
Memory size	2.8 MiB

No	74438
None or Unspecified	58219
Yes	8358

Length

Max length	19
Median length	2
Mean length	9.0778357
Min length	2

Characters and Unicode

Total characters	1280111
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	No

Common Values

Value	Count	Frequency (%)
No	74438	20.0%
None or Unspecified	58219	15.6%
Yes	8358	2.2%
(Missing)	231900	62.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	74438	28.9%
none	58219	22.6%
or	58219	22.6%
unspecified	58219	22.6%
yes	8358	3.2%

Most occurring characters

Value	Count	Frequency (%)
o	190876	14.9%
e	183015	14.3%
N	132657	10.4%
n	116438	9.1%
	116438	9.1%
i	116438	9.1%
s	66577	5.2%
r	58219	4.5%
U	58219	4.5%
p	58219	4.5%
Other values (4)	183015	14.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	964439	75.3%
Uppercase Letter	199234	15.6%
Space Separator	116438	9.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	190876	19.8%
e	183015	19.0%
n	116438	12.1%
i	116438	12.1%
s	66577	6.9%
r	58219	6.0%
p	58219	6.0%
c	58219	6.0%
f	58219	6.0%
d	58219	6.0%

Uppercase Letter

Value	Count	Frequency (%)
N	132657	66.6%
U	58219	29.2%
Y	8358	4.2%

Space Separator

Value	Count	Frequency (%)
	116438	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1163673	90.9%
Common	116438	9.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	190876	16.4%
e	183015	15.7%
N	132657	11.4%
n	116438	10.0%
i	116438	10.0%
s	66577	5.7%
r	58219	5.0%
U	58219	5.0%
p	58219	5.0%
c	58219	5.0%
Other values (3)	124796	10.7%

Common

Value	Count	Frequency (%)
	116438	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1280111	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	190876	14.9%
e	183015	14.3%
N	132657	10.4%
n	116438	9.1%
	116438	9.1%
i	116438	9.1%
s	66577	5.2%
r	58219	4.5%
U	58219	4.5%
p	58219	4.5%
Other values (4)	183015	14.3%

Stick
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	296794
Missing (%)	79.6%
Memory size	2.8 MiB

Standard	46491
Extended	29630

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	608968
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Standard
2nd row	Standard
3rd row	Standard
4th row	Standard
5th row	Standard

Common Values

Value	Count	Frequency (%)
Standard	46491	12.5%
Extended	29630	7.9%
(Missing)	296794	79.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
standard	46491	61.1%
extended	29630	38.9%

Most occurring characters

Value	Count	Frequency (%)
d	152242	25.0%
a	92982	15.3%
t	76121	12.5%
n	76121	12.5%
e	59260	9.7%
S	46491	7.6%
r	46491	7.6%
E	29630	4.9%
x	29630	4.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	532847	87.5%
Uppercase Letter	76121	12.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	152242	28.6%
a	92982	17.5%
t	76121	14.3%
n	76121	14.3%
e	59260	11.1%
r	46491	8.7%
x	29630	5.6%

Uppercase Letter

Value	Count	Frequency (%)
S	46491	61.1%
E	29630	38.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	608968	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	152242	25.0%
a	92982	15.3%
t	76121	12.5%
n	76121	12.5%
e	59260	9.7%
S	46491	7.6%
r	46491	7.6%
E	29630	4.9%
x	29630	4.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	608968	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	152242	25.0%
a	92982	15.3%
t	76121	12.5%
n	76121	12.5%
e	59260	9.7%
S	46491	7.6%
r	46491	7.6%
E	29630	4.9%
x	29630	4.9%

Transmission
Categorical

IMBALANCE MISSING

Distinct	8
Distinct (%)	< 0.1%
Missing	199883
Missing (%)	53.6%
Memory size	2.8 MiB

Standard	134104
None or Unspecified	21510
Powershift	9867
Powershuttle	3947
Hydrostatic	3167
Other values (3)	437

Length

Max length	19
Median length	8
Mean length	9.6350848
Min length	8

Characters and Unicode

Total characters	1667178
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Direct Drive
2nd row	Standard
3rd row	Standard
4th row	Standard
5th row	Powershift

Common Values

Value	Count	Frequency (%)
Standard	134104	36.0%
None or Unspecified	21510	5.8%
Powershift	9867	2.6%
Powershuttle	3947	1.1%
Hydrostatic	3167	0.8%
Direct Drive	284	0.1%
Autoshift	114	< 0.1%
AutoShift	39	< 0.1%
(Missing)	199883	53.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
standard	134104	62.0%
none	21510	9.9%
or	21510	9.9%
unspecified	21510	9.9%
powershift	9867	4.6%
powershuttle	3947	1.8%
hydrostatic	3167	1.5%
direct	284	0.1%
drive	284	0.1%
autoshift	153	0.1%

Most occurring characters

Value	Count	Frequency (%)
d	292885	17.6%
a	271375	16.3%
n	177124	10.6%
r	173163	10.4%
t	158789	9.5%
S	134143	8.0%
e	82859	5.0%
o	60154	3.6%
i	56775	3.4%
	43304	2.6%
Other values (16)	216607	13.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1429009	85.7%
Uppercase Letter	194865	11.7%
Space Separator	43304	2.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	292885	20.5%
a	271375	19.0%
n	177124	12.4%
r	173163	12.1%
t	158789	11.1%
e	82859	5.8%
o	60154	4.2%
i	56775	4.0%
s	38605	2.7%
f	31530	2.2%
Other values (8)	85750	6.0%

Uppercase Letter

Value	Count	Frequency (%)
S	134143	68.8%
U	21510	11.0%
N	21510	11.0%
P	13814	7.1%
H	3167	1.6%
D	568	0.3%
A	153	0.1%

Space Separator

Value	Count	Frequency (%)
	43304	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1623874	97.4%
Common	43304	2.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	292885	18.0%
a	271375	16.7%
n	177124	10.9%
r	173163	10.7%
t	158789	9.8%
S	134143	8.3%
e	82859	5.1%
o	60154	3.7%
i	56775	3.5%
s	38605	2.4%
Other values (15)	178002	11.0%

Common

Value	Count	Frequency (%)
	43304	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1667178	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	292885	17.6%
a	271375	16.3%
n	177124	10.6%
r	173163	10.4%
t	158789	9.5%
S	134143	8.0%
e	82859	5.0%
o	60154	3.6%
i	56775	3.4%
	43304	2.6%
Other values (16)	216607	13.0%

Turbocharged
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	296794
Missing (%)	79.6%
Memory size	2.8 MiB

None or Unspecified	72254
Yes	3867

Length

Max length	19
Median length	19
Mean length	18.187189
Min length	3

Characters and Unicode

Total characters	1384427
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	72254	19.4%
Yes	3867	1.0%
(Missing)	296794	79.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	72254	32.7%
or	72254	32.7%
unspecified	72254	32.7%
yes	3867	1.8%

Most occurring characters

Value	Count	Frequency (%)
e	220629	15.9%
o	144508	10.4%
n	144508	10.4%
	144508	10.4%
i	144508	10.4%
s	76121	5.5%
N	72254	5.2%
r	72254	5.2%
U	72254	5.2%
p	72254	5.2%
Other values (4)	220629	15.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1091544	78.8%
Uppercase Letter	148375	10.7%
Space Separator	144508	10.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	220629	20.2%
o	144508	13.2%
n	144508	13.2%
i	144508	13.2%
s	76121	7.0%
r	72254	6.6%
p	72254	6.6%
c	72254	6.6%
f	72254	6.6%
d	72254	6.6%

Uppercase Letter

Value	Count	Frequency (%)
N	72254	48.7%
U	72254	48.7%
Y	3867	2.6%

Space Separator

Value	Count	Frequency (%)
	144508	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1239919	89.6%
Common	144508	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	220629	17.8%
o	144508	11.7%
n	144508	11.7%
i	144508	11.7%
s	76121	6.1%
N	72254	5.8%
r	72254	5.8%
U	72254	5.8%
p	72254	5.8%
c	72254	5.8%
Other values (3)	148375	12.0%

Common

Value	Count	Frequency (%)
	144508	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1384427	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	220629	15.9%
o	144508	10.4%
n	144508	10.4%
	144508	10.4%
i	144508	10.4%
s	76121	5.5%
N	72254	5.2%
r	72254	5.2%
U	72254	5.2%
p	72254	5.2%
Other values (4)	220629	15.9%

Blade_Extension
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	349872
Missing (%)	93.8%
Memory size	2.8 MiB

None or Unspecified	22507
Yes	536

Length

Max length	19
Median length	19
Mean length	18.627826
Min length	3

Characters and Unicode

Total characters	429241
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	22507	6.0%
Yes	536	0.1%
(Missing)	349872	93.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	22507	33.1%
or	22507	33.1%
unspecified	22507	33.1%
yes	536	0.8%

Most occurring characters

Value	Count	Frequency (%)
e	68057	15.9%
o	45014	10.5%
n	45014	10.5%
	45014	10.5%
i	45014	10.5%
s	23043	5.4%
N	22507	5.2%
r	22507	5.2%
U	22507	5.2%
p	22507	5.2%
Other values (4)	68057	15.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	338677	78.9%
Uppercase Letter	45550	10.6%
Space Separator	45014	10.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	68057	20.1%
o	45014	13.3%
n	45014	13.3%
i	45014	13.3%
s	23043	6.8%
r	22507	6.6%
p	22507	6.6%
c	22507	6.6%
f	22507	6.6%
d	22507	6.6%

Uppercase Letter

Value	Count	Frequency (%)
N	22507	49.4%
U	22507	49.4%
Y	536	1.2%

Space Separator

Value	Count	Frequency (%)
	45014	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	384227	89.5%
Common	45014	10.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	68057	17.7%
o	45014	11.7%
n	45014	11.7%
i	45014	11.7%
s	23043	6.0%
N	22507	5.9%
r	22507	5.9%
U	22507	5.9%
p	22507	5.9%
c	22507	5.9%
Other values (3)	45550	11.9%

Common

Value	Count	Frequency (%)
	45014	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	429241	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	68057	15.9%
o	45014	10.5%
n	45014	10.5%
	45014	10.5%
i	45014	10.5%
s	23043	5.4%
N	22507	5.2%
r	22507	5.2%
U	22507	5.2%
p	22507	5.2%
Other values (4)	68057	15.9%

Blade_Width
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	349872
Missing (%)	93.8%
Memory size	2.8 MiB

14'	9042
None or Unspecified	8240
12'	4532
16'	885
13'	281

Length

Max length	19
Median length	3
Mean length	8.7242113
Min length	3

Characters and Unicode

Total characters	201032
Distinct characters	20
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
14'	9042	2.4%
None or Unspecified	8240	2.2%
12'	4532	1.2%
16'	885	0.2%
13'	281	0.1%
<12'	63	< 0.1%
(Missing)	349872	93.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
14	9042	22.9%
none	8240	20.8%
or	8240	20.8%
unspecified	8240	20.8%
12	4595	11.6%
16	885	2.2%
13	281	0.7%

Most occurring characters

Value	Count	Frequency (%)
e	24720	12.3%
o	16480	8.2%
n	16480	8.2%
	16480	8.2%
i	16480	8.2%
1	14803	7.4%
'	14803	7.4%
4	9042	4.5%
c	8240	4.1%
d	8240	4.1%
Other values (10)	55264	27.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	123600	61.5%
Decimal Number	29606	14.7%
Space Separator	16480	8.2%
Uppercase Letter	16480	8.2%
Other Punctuation	14803	7.4%
Math Symbol	63	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	24720	20.0%
o	16480	13.3%
n	16480	13.3%
i	16480	13.3%
c	8240	6.7%
d	8240	6.7%
f	8240	6.7%
s	8240	6.7%
p	8240	6.7%
r	8240	6.7%

Decimal Number

Value	Count	Frequency (%)
1	14803	50.0%
4	9042	30.5%
2	4595	15.5%
6	885	3.0%
3	281	0.9%

Uppercase Letter

Value	Count	Frequency (%)
U	8240	50.0%
N	8240	50.0%

Space Separator

Value	Count	Frequency (%)
	16480	100.0%

Other Punctuation

Value	Count	Frequency (%)
'	14803	100.0%

Math Symbol

Value	Count	Frequency (%)
<	63	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	140080	69.7%
Common	60952	30.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	24720	17.6%
o	16480	11.8%
n	16480	11.8%
i	16480	11.8%
c	8240	5.9%
d	8240	5.9%
f	8240	5.9%
s	8240	5.9%
p	8240	5.9%
U	8240	5.9%
Other values (2)	16480	11.8%

Common

Value	Count	Frequency (%)
	16480	27.0%
1	14803	24.3%
'	14803	24.3%
4	9042	14.8%
2	4595	7.5%
6	885	1.5%
3	281	0.5%
<	63	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	201032	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	24720	12.3%
o	16480	8.2%
n	16480	8.2%
	16480	8.2%
i	16480	8.2%
1	14803	7.4%
'	14803	7.4%
4	9042	4.5%
c	8240	4.1%
d	8240	4.1%
Other values (10)	55264	27.5%

Enclosure_Type
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	349872
Missing (%)	93.8%
Memory size	2.8 MiB

None or Unspecified	19682
Low Profile	2567
High Profile	794

Length

Max length	19
Median length	19
Mean length	17.867595
Min length	11

Characters and Unicode

Total characters	411723
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	19682	5.3%
Low Profile	2567	0.7%
High Profile	794	0.2%
(Missing)	349872	93.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	19682	29.9%
or	19682	29.9%
unspecified	19682	29.9%
profile	3361	5.1%
low	2567	3.9%
high	794	1.2%

Most occurring characters

Value	Count	Frequency (%)
e	62407	15.2%
o	45292	11.0%
i	43519	10.6%
	42725	10.4%
n	39364	9.6%
r	23043	5.6%
f	23043	5.6%
c	19682	4.8%
d	19682	4.8%
N	19682	4.8%
Other values (10)	73284	17.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	322912	78.4%
Uppercase Letter	46086	11.2%
Space Separator	42725	10.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	62407	19.3%
o	45292	14.0%
i	43519	13.5%
n	39364	12.2%
r	23043	7.1%
f	23043	7.1%
c	19682	6.1%
d	19682	6.1%
p	19682	6.1%
s	19682	6.1%
Other values (4)	7516	2.3%

Uppercase Letter

Value	Count	Frequency (%)
N	19682	42.7%
U	19682	42.7%
P	3361	7.3%
L	2567	5.6%
H	794	1.7%

Space Separator

Value	Count	Frequency (%)
	42725	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	368998	89.6%
Common	42725	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	62407	16.9%
o	45292	12.3%
i	43519	11.8%
n	39364	10.7%
r	23043	6.2%
f	23043	6.2%
c	19682	5.3%
d	19682	5.3%
N	19682	5.3%
p	19682	5.3%
Other values (9)	53602	14.5%

Common

Value	Count	Frequency (%)
	42725	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	411723	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	62407	15.2%
o	45292	11.0%
i	43519	10.6%
	42725	10.4%
n	39364	9.6%
r	23043	5.6%
f	23043	5.6%
c	19682	4.8%
d	19682	4.8%
N	19682	4.8%
Other values (10)	73284	17.8%

Engine_Horsepower
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	349872
Missing (%)	93.8%
Memory size	2.8 MiB

No	21754
Variable	1289

Length

Max length	8
Median length	2
Mean length	2.3356334
Min length	2

Characters and Unicode

Total characters	53820
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	No
2nd row	No
3rd row	No
4th row	No
5th row	No

Common Values

Value	Count	Frequency (%)
No	21754	5.8%
Variable	1289	0.3%
(Missing)	349872	93.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	21754	94.4%
variable	1289	5.6%

Most occurring characters

Value	Count	Frequency (%)
N	21754	40.4%
o	21754	40.4%
a	2578	4.8%
V	1289	2.4%
r	1289	2.4%
i	1289	2.4%
b	1289	2.4%
l	1289	2.4%
e	1289	2.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	30777	57.2%
Uppercase Letter	23043	42.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	21754	70.7%
a	2578	8.4%
r	1289	4.2%
i	1289	4.2%
b	1289	4.2%
l	1289	4.2%
e	1289	4.2%

Uppercase Letter

Value	Count	Frequency (%)
N	21754	94.4%
V	1289	5.6%

Most occurring scripts

Value	Count	Frequency (%)
Latin	53820	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	21754	40.4%
o	21754	40.4%
a	2578	4.8%
V	1289	2.4%
r	1289	2.4%
i	1289	2.4%
b	1289	2.4%
l	1289	2.4%
e	1289	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	53820	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	21754	40.4%
o	21754	40.4%
a	2578	4.8%
V	1289	2.4%
r	1289	2.4%
i	1289	2.4%
b	1289	2.4%
l	1289	2.4%
e	1289	2.4%

Hydraulics
Categorical

Distinct	12
Distinct (%)	< 0.1%
Missing	77373
Missing (%)	20.7%
Memory size	2.8 MiB

2 Valve	131417
Standard	92283
Auxiliary	40136
Base + 1 Function	22563
3 Valve	5486
Other values (7)	3657

Length

Max length	19
Median length	17
Mean length	8.3691963
Min length	7

Characters and Unicode

Total characters	2473449
Distinct characters	32
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2 Valve
2nd row	2 Valve
3rd row	2 Valve
4th row	2 Valve
5th row	2 Valve

Common Values

Value	Count	Frequency (%)
2 Valve	131417	35.2%
Standard	92283	24.7%
Auxiliary	40136	10.8%
Base + 1 Function	22563	6.1%
3 Valve	5486	1.5%
4 Valve	3011	0.8%
Base + 3 Function	298	0.1%
Base + 2 Function	127	< 0.1%
Base + 5 Function	90	< 0.1%
Base + 4 Function	77	< 0.1%
Other values (2)	54	< 0.1%
(Missing)	77373	20.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
valve	139914	27.7%
2	131544	26.0%
standard	92283	18.3%
auxiliary	40136	7.9%
base	23204	4.6%
	23204	4.6%
function	23204	4.6%
1	22563	4.5%
3	5784	1.1%
4	3088	0.6%
Other values (5)	154	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
a	387820	15.7%
	209536	8.5%
d	184571	7.5%
l	180050	7.3%
e	163133	6.6%
V	139914	5.7%
v	139914	5.7%
n	138701	5.6%
r	132424	5.4%
2	131544	5.3%
Other values (22)	665842	26.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1758840	71.1%
Uppercase Letter	318751	12.9%
Space Separator	209536	8.5%
Decimal Number	163118	6.6%
Math Symbol	23204	0.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	387820	22.0%
d	184571	10.5%
l	180050	10.2%
e	163133	9.3%
v	139914	8.0%
n	138701	7.9%
r	132424	7.5%
t	115487	6.6%
i	103486	5.9%
u	63340	3.6%
Other values (7)	149914	8.5%

Uppercase Letter

Value	Count	Frequency (%)
V	139914	43.9%
S	92283	29.0%
A	40136	12.6%
F	23204	7.3%
B	23204	7.3%
N	5	< 0.1%
U	5	< 0.1%

Decimal Number

Value	Count	Frequency (%)
2	131544	80.6%
1	22563	13.8%
3	5784	3.5%
4	3088	1.9%
5	90	0.1%
6	49	< 0.1%

Space Separator

Value	Count	Frequency (%)
	209536	100.0%

Math Symbol

Value	Count	Frequency (%)
+	23204	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2077591	84.0%
Common	395858	16.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	387820	18.7%
d	184571	8.9%
l	180050	8.7%
e	163133	7.9%
V	139914	6.7%
v	139914	6.7%
n	138701	6.7%
r	132424	6.4%
t	115487	5.6%
i	103486	5.0%
Other values (14)	392091	18.9%

Common

Value	Count	Frequency (%)
	209536	52.9%
2	131544	33.2%
+	23204	5.9%
1	22563	5.7%
3	5784	1.5%
4	3088	0.8%
5	90	< 0.1%
6	49	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2473449	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	387820	15.7%
	209536	8.5%
d	184571	7.5%
l	180050	7.3%
e	163133	6.6%
V	139914	5.7%
v	139914	5.7%
n	138701	5.6%
r	132424	5.4%
2	131544	5.3%
Other values (22)	665842	26.9%

Pushblock
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	349872
Missing (%)	93.8%
Memory size	2.8 MiB

None or Unspecified	17466
Yes	5577

Length

Max length	19
Median length	19
Mean length	15.127588
Min length	3

Characters and Unicode

Total characters	348585
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	Yes

Common Values

Value	Count	Frequency (%)
None or Unspecified	17466	4.7%
Yes	5577	1.5%
(Missing)	349872	93.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	17466	30.1%
or	17466	30.1%
unspecified	17466	30.1%
yes	5577	9.6%

Most occurring characters

Value	Count	Frequency (%)
e	57975	16.6%
o	34932	10.0%
n	34932	10.0%
	34932	10.0%
i	34932	10.0%
s	23043	6.6%
N	17466	5.0%
r	17466	5.0%
U	17466	5.0%
p	17466	5.0%
Other values (4)	57975	16.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	273144	78.4%
Uppercase Letter	40509	11.6%
Space Separator	34932	10.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	57975	21.2%
o	34932	12.8%
n	34932	12.8%
i	34932	12.8%
s	23043	8.4%
r	17466	6.4%
p	17466	6.4%
c	17466	6.4%
f	17466	6.4%
d	17466	6.4%

Uppercase Letter

Value	Count	Frequency (%)
N	17466	43.1%
U	17466	43.1%
Y	5577	13.8%

Space Separator

Value	Count	Frequency (%)
	34932	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	313653	90.0%
Common	34932	10.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	57975	18.5%
o	34932	11.1%
n	34932	11.1%
i	34932	11.1%
s	23043	7.3%
N	17466	5.6%
r	17466	5.6%
U	17466	5.6%
p	17466	5.6%
c	17466	5.6%
Other values (3)	40509	12.9%

Common

Value	Count	Frequency (%)
	34932	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	348585	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	57975	16.6%
o	34932	10.0%
n	34932	10.0%
	34932	10.0%
i	34932	10.0%
s	23043	6.6%
N	17466	5.0%
r	17466	5.0%
U	17466	5.0%
p	17466	5.0%
Other values (4)	57975	16.6%

Ripper
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	275994
Missing (%)	74.0%
Memory size	2.8 MiB

None or Unspecified	76851
Multi Shank	7659
Yes	7572
Single Shank	4839

Length

Max length	19
Median length	19
Mean length	16.768316
Min length	3

Characters and Unicode

Total characters	1625202
Distinct characters	23
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	76851	20.6%
Multi Shank	7659	2.1%
Yes	7572	2.0%
Single Shank	4839	1.3%
(Missing)	275994	74.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	76851	29.2%
or	76851	29.2%
unspecified	76851	29.2%
shank	12498	4.7%
multi	7659	2.9%
yes	7572	2.9%
single	4839	1.8%

Most occurring characters

Value	Count	Frequency (%)
e	242964	14.9%
n	171039	10.5%
	166200	10.2%
i	166200	10.2%
o	153702	9.5%
s	84423	5.2%
N	76851	4.7%
c	76851	4.7%
d	76851	4.7%
f	76851	4.7%
Other values (13)	333270	20.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1272732	78.3%
Uppercase Letter	186270	11.5%
Space Separator	166200	10.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	242964	19.1%
n	171039	13.4%
i	166200	13.1%
o	153702	12.1%
s	84423	6.6%
c	76851	6.0%
d	76851	6.0%
f	76851	6.0%
p	76851	6.0%
r	76851	6.0%
Other values (7)	70149	5.5%

Uppercase Letter

Value	Count	Frequency (%)
N	76851	41.3%
U	76851	41.3%
S	17337	9.3%
M	7659	4.1%
Y	7572	4.1%

Space Separator

Value	Count	Frequency (%)
	166200	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1459002	89.8%
Common	166200	10.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	242964	16.7%
n	171039	11.7%
i	166200	11.4%
o	153702	10.5%
s	84423	5.8%
N	76851	5.3%
c	76851	5.3%
d	76851	5.3%
f	76851	5.3%
p	76851	5.3%
Other values (12)	256419	17.6%

Common

Value	Count	Frequency (%)
	166200	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1625202	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	242964	14.9%
n	171039	10.5%
	166200	10.2%
i	166200	10.2%
o	153702	9.5%
s	84423	5.2%
N	76851	4.7%
c	76851	4.7%
d	76851	4.7%
f	76851	4.7%
Other values (13)	333270	20.5%

Scarifier
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	349861
Missing (%)	93.8%
Memory size	2.8 MiB

None or Unspecified	11529
Yes	11525

Length

Max length	19
Median length	19
Mean length	11.001388
Min length	3

Characters and Unicode

Total characters	253626
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Yes
2nd row	Yes
3rd row	Yes
4th row	Yes
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	11529	3.1%
Yes	11525	3.1%
(Missing)	349861	93.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	11529	25.0%
or	11529	25.0%
unspecified	11529	25.0%
yes	11525	25.0%

Most occurring characters

Value	Count	Frequency (%)
e	46112	18.2%
o	23058	9.1%
n	23058	9.1%
	23058	9.1%
i	23058	9.1%
s	23054	9.1%
N	11529	4.5%
r	11529	4.5%
U	11529	4.5%
p	11529	4.5%
Other values (4)	46112	18.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	195985	77.3%
Uppercase Letter	34583	13.6%
Space Separator	23058	9.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	46112	23.5%
o	23058	11.8%
n	23058	11.8%
i	23058	11.8%
s	23054	11.8%
r	11529	5.9%
p	11529	5.9%
c	11529	5.9%
f	11529	5.9%
d	11529	5.9%

Uppercase Letter

Value	Count	Frequency (%)
N	11529	33.3%
U	11529	33.3%
Y	11525	33.3%

Space Separator

Value	Count	Frequency (%)
	23058	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	230568	90.9%
Common	23058	9.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	46112	20.0%
o	23058	10.0%
n	23058	10.0%
i	23058	10.0%
s	23054	10.0%
N	11529	5.0%
r	11529	5.0%
U	11529	5.0%
p	11529	5.0%
c	11529	5.0%
Other values (3)	34583	15.0%

Common

Value	Count	Frequency (%)
	23058	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	253626	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	46112	18.2%
o	23058	9.1%
n	23058	9.1%
	23058	9.1%
i	23058	9.1%
s	23054	9.1%
N	11529	4.5%
r	11529	4.5%
U	11529	4.5%
p	11529	4.5%
Other values (4)	46112	18.2%

Tip_Control
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	349872
Missing (%)	93.8%
Memory size	2.8 MiB

None or Unspecified	14451
Sideshift & Tip	6760
Tip	1832

Length

Max length	19
Median length	19
Mean length	16.554485
Min length	3

Characters and Unicode

Total characters	381465
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Sideshift & Tip
2nd row	Sideshift & Tip
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	Sideshift & Tip

Common Values

Value	Count	Frequency (%)
None or Unspecified	14451	3.9%
Sideshift & Tip	6760	1.8%
Tip	1832	0.5%
(Missing)	349872	93.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	14451	22.1%
or	14451	22.1%
unspecified	14451	22.1%
tip	8592	13.1%
sideshift	6760	10.3%
	6760	10.3%

Most occurring characters

Value	Count	Frequency (%)
i	51014	13.4%
e	50113	13.1%
	42422	11.1%
n	28902	7.6%
o	28902	7.6%
p	23043	6.0%
d	21211	5.6%
f	21211	5.6%
s	21211	5.6%
N	14451	3.8%
Other values (8)	78985	20.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	288029	75.5%
Uppercase Letter	44254	11.6%
Space Separator	42422	11.1%
Other Punctuation	6760	1.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	51014	17.7%
e	50113	17.4%
n	28902	10.0%
o	28902	10.0%
p	23043	8.0%
d	21211	7.4%
f	21211	7.4%
s	21211	7.4%
c	14451	5.0%
r	14451	5.0%
Other values (2)	13520	4.7%

Uppercase Letter

Value	Count	Frequency (%)
N	14451	32.7%
U	14451	32.7%
T	8592	19.4%
S	6760	15.3%

Space Separator

Value	Count	Frequency (%)
	42422	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	6760	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	332283	87.1%
Common	49182	12.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	51014	15.4%
e	50113	15.1%
n	28902	8.7%
o	28902	8.7%
p	23043	6.9%
d	21211	6.4%
f	21211	6.4%
s	21211	6.4%
N	14451	4.3%
c	14451	4.3%
Other values (6)	57774	17.4%

Common

Value	Count	Frequency (%)
	42422	86.3%
&	6760	13.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	381465	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	51014	13.4%
e	50113	13.1%
	42422	11.1%
n	28902	7.6%
o	28902	7.6%
p	23043	6.0%
d	21211	5.6%
f	21211	5.6%
s	21211	5.6%
N	14451	3.8%
Other values (8)	78985	20.7%

Tire_Size
Categorical

Distinct	17
Distinct (%)	< 0.1%
Missing	284993
Missing (%)	76.4%
Memory size	2.8 MiB

None or Unspecified	42876
20.5	14518
14"	8165
23.5	8052
26.5	4091
Other values (12)	10220

Length

Max length	19
Median length	7
Mean length	11.249039
Min length	3

Characters and Unicode

Total characters	989038
Distinct characters	25
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	42876	11.5%
20.5	14518	3.9%
14"	8165	2.2%
23.5	8052	2.2%
26.5	4091	1.1%
17.5	3551	1.0%
29.5	2390	0.6%
17.5"	1665	0.4%
20.5"	668	0.2%
13"	655	0.2%
Other values (7)	1291	0.3%
(Missing)	284993	76.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
none	42876	24.7%
or	42876	24.7%
unspecified	42876	24.7%
20.5	15186	8.7%
23.5	8335	4.8%
14	8165	4.7%
17.5	5216	3.0%
26.5	4091	2.4%
29.5	2390	1.4%
15.5	938	0.5%
Other values (5)	728	0.4%

Most occurring characters

Value	Count	Frequency (%)
e	128628	13.0%
n	85755	8.7%
	85755	8.7%
i	85755	8.7%
o	85752	8.7%
c	42879	4.3%
N	42876	4.3%
f	42876	4.3%
d	42876	4.3%
p	42876	4.3%
Other values (15)	303010	30.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	643152	65.0%
Decimal Number	126264	12.8%
Space Separator	85755	8.7%
Uppercase Letter	85752	8.7%
Other Punctuation	48115	4.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	128628	20.0%
n	85755	13.3%
i	85755	13.3%
o	85752	13.3%
c	42879	6.7%
f	42876	6.7%
d	42876	6.7%
p	42876	6.7%
s	42876	6.7%
r	42876	6.7%

Decimal Number

Value	Count	Frequency (%)
5	37094	29.4%
2	30018	23.8%
0	15240	12.1%
1	15001	11.9%
3	9006	7.1%
4	8165	6.5%
7	5259	4.2%
6	4091	3.2%
9	2390	1.9%

Uppercase Letter

Value	Count	Frequency (%)
N	42876	50.0%
U	42876	50.0%

Other Punctuation

Value	Count	Frequency (%)
.	36215	75.3%
"	11900	24.7%

Space Separator

Value	Count	Frequency (%)
	85755	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	728904	73.7%
Common	260134	26.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	128628	17.6%
n	85755	11.8%
i	85755	11.8%
o	85752	11.8%
c	42879	5.9%
N	42876	5.9%
f	42876	5.9%
d	42876	5.9%
p	42876	5.9%
s	42876	5.9%
Other values (3)	85755	11.8%

Common

Value	Count	Frequency (%)
	85755	33.0%
5	37094	14.3%
.	36215	13.9%
2	30018	11.5%
0	15240	5.9%
1	15001	5.8%
"	11900	4.6%
3	9006	3.5%
4	8165	3.1%
7	5259	2.0%
Other values (2)	6481	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	989038	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	128628	13.0%
n	85755	8.7%
	85755	8.7%
i	85755	8.7%
o	85752	8.7%
c	42879	4.3%
N	42876	4.3%
f	42876	4.3%
d	42876	4.3%
p	42876	4.3%
Other values (15)	303010	30.6%

Coupler
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	176136
Missing (%)	47.2%
Memory size	2.8 MiB

None or Unspecified	168684
Manual	22297
Hydraulic	5798

Length

Max length	19
Median length	19
Mean length	17.232327
Min length	6

Characters and Unicode

Total characters	3390960
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	168684	45.2%
Manual	22297	6.0%
Hydraulic	5798	1.6%
(Missing)	176136	47.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	168684	31.6%
or	168684	31.6%
unspecified	168684	31.6%
manual	22297	4.2%
hydraulic	5798	1.1%

Most occurring characters

Value	Count	Frequency (%)
e	506052	14.9%
n	359665	10.6%
i	343166	10.1%
o	337368	9.9%
	337368	9.9%
c	174482	5.1%
r	174482	5.1%
d	174482	5.1%
f	168684	5.0%
N	168684	5.0%
Other values (9)	646527	19.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2688129	79.3%
Uppercase Letter	365463	10.8%
Space Separator	337368	9.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	506052	18.8%
n	359665	13.4%
i	343166	12.8%
o	337368	12.6%
c	174482	6.5%
r	174482	6.5%
d	174482	6.5%
f	168684	6.3%
p	168684	6.3%
s	168684	6.3%
Other values (4)	112380	4.2%

Uppercase Letter

Value	Count	Frequency (%)
N	168684	46.2%
U	168684	46.2%
M	22297	6.1%
H	5798	1.6%

Space Separator

Value	Count	Frequency (%)
	337368	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3053592	90.1%
Common	337368	9.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	506052	16.6%
n	359665	11.8%
i	343166	11.2%
o	337368	11.0%
c	174482	5.7%
r	174482	5.7%
d	174482	5.7%
f	168684	5.5%
N	168684	5.5%
p	168684	5.5%
Other values (8)	477843	15.6%

Common

Value	Count	Frequency (%)
	337368	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3390960	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	506052	14.9%
n	359665	10.6%
i	343166	10.1%
o	337368	9.9%
	337368	9.9%
c	174482	5.1%
r	174482	5.1%
d	174482	5.1%
f	168684	5.0%
N	168684	5.0%
Other values (9)	646527	19.1%

Coupler_System
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	332096
Missing (%)	89.1%
Memory size	2.8 MiB

None or Unspecified	37765
Yes	3054

Length

Max length	19
Median length	19
Mean length	17.80291
Min length	3

Characters and Unicode

Total characters	726697
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	37765	10.1%
Yes	3054	0.8%
(Missing)	332096	89.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	37765	32.5%
or	37765	32.5%
unspecified	37765	32.5%
yes	3054	2.6%

Most occurring characters

Value	Count	Frequency (%)
e	116349	16.0%
o	75530	10.4%
n	75530	10.4%
	75530	10.4%
i	75530	10.4%
s	40819	5.6%
N	37765	5.2%
r	37765	5.2%
U	37765	5.2%
p	37765	5.2%
Other values (4)	116349	16.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	572583	78.8%
Uppercase Letter	78584	10.8%
Space Separator	75530	10.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	116349	20.3%
o	75530	13.2%
n	75530	13.2%
i	75530	13.2%
s	40819	7.1%
r	37765	6.6%
p	37765	6.6%
c	37765	6.6%
f	37765	6.6%
d	37765	6.6%

Uppercase Letter

Value	Count	Frequency (%)
N	37765	48.1%
U	37765	48.1%
Y	3054	3.9%

Space Separator

Value	Count	Frequency (%)
	75530	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	651167	89.6%
Common	75530	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	116349	17.9%
o	75530	11.6%
n	75530	11.6%
i	75530	11.6%
s	40819	6.3%
N	37765	5.8%
r	37765	5.8%
U	37765	5.8%
p	37765	5.8%
c	37765	5.8%
Other values (3)	78584	12.1%

Common

Value	Count	Frequency (%)
	75530	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	726697	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	116349	16.0%
o	75530	10.4%
n	75530	10.4%
	75530	10.4%
i	75530	10.4%
s	40819	5.6%
N	37765	5.2%
r	37765	5.2%
U	37765	5.2%
p	37765	5.2%
Other values (4)	116349	16.0%

Grouser_Tracks
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	332180
Missing (%)	89.1%
Memory size	2.8 MiB

None or Unspecified	37882
Yes	2853

Length

Max length	19
Median length	19
Mean length	17.879391
Min length	3

Characters and Unicode

Total characters	728317
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	37882	10.2%
Yes	2853	0.8%
(Missing)	332180	89.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	37882	32.5%
or	37882	32.5%
unspecified	37882	32.5%
yes	2853	2.4%

Most occurring characters

Value	Count	Frequency (%)
e	116499	16.0%
o	75764	10.4%
n	75764	10.4%
	75764	10.4%
i	75764	10.4%
s	40735	5.6%
N	37882	5.2%
r	37882	5.2%
U	37882	5.2%
p	37882	5.2%
Other values (4)	116499	16.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	573936	78.8%
Uppercase Letter	78617	10.8%
Space Separator	75764	10.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	116499	20.3%
o	75764	13.2%
n	75764	13.2%
i	75764	13.2%
s	40735	7.1%
r	37882	6.6%
p	37882	6.6%
c	37882	6.6%
f	37882	6.6%
d	37882	6.6%

Uppercase Letter

Value	Count	Frequency (%)
N	37882	48.2%
U	37882	48.2%
Y	2853	3.6%

Space Separator

Value	Count	Frequency (%)
	75764	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	652553	89.6%
Common	75764	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	116499	17.9%
o	75764	11.6%
n	75764	11.6%
i	75764	11.6%
s	40735	6.2%
N	37882	5.8%
r	37882	5.8%
U	37882	5.8%
p	37882	5.8%
c	37882	5.8%
Other values (3)	78617	12.0%

Common

Value	Count	Frequency (%)
	75764	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	728317	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	116499	16.0%
o	75764	10.4%
n	75764	10.4%
	75764	10.4%
i	75764	10.4%
s	40735	5.6%
N	37882	5.2%
r	37882	5.2%
U	37882	5.2%
p	37882	5.2%
Other values (4)	116499	16.0%

Hydraulics_Flow
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	332180
Missing (%)	89.1%
Memory size	2.8 MiB

Standard	40147
High Flow	562
None or Unspecified	26

Length

Max length	19
Median length	8
Mean length	8.0208175
Min length	8

Characters and Unicode

Total characters	326728
Distinct characters	22
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Standard
2nd row	Standard
3rd row	Standard
4th row	Standard
5th row	Standard

Common Values

Value	Count	Frequency (%)
Standard	40147	10.8%
High Flow	562	0.2%
None or Unspecified	26	< 0.1%
(Missing)	332180	89.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
standard	40147	97.1%
high	562	1.4%
flow	562	1.4%
none	26	0.1%
or	26	0.1%
unspecified	26	0.1%

Most occurring characters

Value	Count	Frequency (%)
d	80320	24.6%
a	80294	24.6%
n	40199	12.3%
r	40173	12.3%
S	40147	12.3%
t	40147	12.3%
i	614	0.2%
o	614	0.2%
	614	0.2%
w	562	0.2%
Other values (12)	3044	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	284791	87.2%
Uppercase Letter	41323	12.6%
Space Separator	614	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	80320	28.2%
a	80294	28.2%
n	40199	14.1%
r	40173	14.1%
t	40147	14.1%
i	614	0.2%
o	614	0.2%
w	562	0.2%
l	562	0.2%
h	562	0.2%
Other values (6)	744	0.3%

Uppercase Letter

Value	Count	Frequency (%)
S	40147	97.2%
F	562	1.4%
H	562	1.4%
N	26	0.1%
U	26	0.1%

Space Separator

Value	Count	Frequency (%)
	614	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	326114	99.8%
Common	614	0.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	80320	24.6%
a	80294	24.6%
n	40199	12.3%
r	40173	12.3%
S	40147	12.3%
t	40147	12.3%
i	614	0.2%
o	614	0.2%
w	562	0.2%
l	562	0.2%
Other values (11)	2482	0.8%

Common

Value	Count	Frequency (%)
	614	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	326728	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	80320	24.6%
a	80294	24.6%
n	40199	12.3%
r	40173	12.3%
S	40147	12.3%
t	40147	12.3%
i	614	0.2%
o	614	0.2%
	614	0.2%
w	562	0.2%
Other values (12)	3044	0.9%

Track_Type
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	283243
Missing (%)	76.0%
Memory size	2.8 MiB

Steel	77300
Rubber	12372

Length

Max length	6
Median length	5
Mean length	5.1379695
Min length	5

Characters and Unicode

Total characters	460732
Distinct characters	8
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Steel
2nd row	Steel
3rd row	Steel
4th row	Steel
5th row	Steel

Common Values

Value	Count	Frequency (%)
Steel	77300	20.7%
Rubber	12372	3.3%
(Missing)	283243	76.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
steel	77300	86.2%
rubber	12372	13.8%

Most occurring characters

Value	Count	Frequency (%)
e	166972	36.2%
S	77300	16.8%
t	77300	16.8%
l	77300	16.8%
b	24744	5.4%
R	12372	2.7%
u	12372	2.7%
r	12372	2.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	371060	80.5%
Uppercase Letter	89672	19.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	166972	45.0%
t	77300	20.8%
l	77300	20.8%
b	24744	6.7%
u	12372	3.3%
r	12372	3.3%

Uppercase Letter

Value	Count	Frequency (%)
S	77300	86.2%
R	12372	13.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	460732	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	166972	36.2%
S	77300	16.8%
t	77300	16.8%
l	77300	16.8%
b	24744	5.4%
R	12372	2.7%
u	12372	2.7%
r	12372	2.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	460732	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	166972	36.2%
S	77300	16.8%
t	77300	16.8%
l	77300	16.8%
b	24744	5.4%
R	12372	2.7%
u	12372	2.7%
r	12372	2.7%

Undercarriage_Pad_Width
Categorical

IMBALANCE MISSING

Distinct	19
Distinct (%)	< 0.1%
Missing	282723
Missing (%)	75.8%
Memory size	2.8 MiB

None or Unspecified	72128
32 inch	4731
28 inch	2845
24 inch	2612
20 inch	2266
Other values (14)	5610

Length

Max length	19
Median length	19
Mean length	16.596638
Min length	7

Characters and Unicode

Total characters	1496884
Distinct characters	24
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	24 inch
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	30 inch
5th row	30 inch

Common Values

Value	Count	Frequency (%)
None or Unspecified	72128	19.3%
32 inch	4731	1.3%
28 inch	2845	0.8%
24 inch	2612	0.7%
20 inch	2266	0.6%
30 inch	1455	0.4%
36 inch	1373	0.4%
18 inch	1225	0.3%
34 inch	497	0.1%
16 inch	402	0.1%
Other values (9)	658	0.2%
(Missing)	282723	75.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
none	72128	28.6%
or	72128	28.6%
unspecified	72128	28.6%
inch	18064	7.2%
32	4731	1.9%
28	2845	1.1%
24	2612	1.0%
20	2266	0.9%
30	1455	0.6%
36	1373	0.5%
Other values (12)	2782	1.1%

Most occurring characters

Value	Count	Frequency (%)
e	216384	14.5%
n	162320	10.8%
	162320	10.8%
i	162320	10.8%
o	144256	9.6%
c	90192	6.0%
N	72128	4.8%
f	72128	4.8%
d	72128	4.8%
p	72128	4.8%
Other values (14)	270580	18.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1154176	77.1%
Space Separator	162320	10.8%
Uppercase Letter	144256	9.6%
Decimal Number	36130	2.4%
Other Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	216384	18.7%
n	162320	14.1%
i	162320	14.1%
o	144256	12.5%
c	90192	7.8%
f	72128	6.2%
d	72128	6.2%
p	72128	6.2%
s	72128	6.2%
r	72128	6.2%

Decimal Number

Value	Count	Frequency (%)
2	12909	35.7%
3	8389	23.2%
8	4070	11.3%
0	3721	10.3%
4	3156	8.7%
1	1869	5.2%
6	1859	5.1%
7	119	0.3%
5	38	0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	72128	50.0%
U	72128	50.0%

Space Separator

Value	Count	Frequency (%)
	162320	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1298432	86.7%
Common	198452	13.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	216384	16.7%
n	162320	12.5%
i	162320	12.5%
o	144256	11.1%
c	90192	6.9%
N	72128	5.6%
f	72128	5.6%
d	72128	5.6%
p	72128	5.6%
s	72128	5.6%
Other values (3)	162320	12.5%

Common

Value	Count	Frequency (%)
	162320	81.8%
2	12909	6.5%
3	8389	4.2%
8	4070	2.1%
0	3721	1.9%
4	3156	1.6%
1	1869	0.9%
6	1859	0.9%
7	119	0.1%
5	38	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1496884	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	216384	14.5%
n	162320	10.8%
	162320	10.8%
i	162320	10.8%
o	144256	9.6%
c	90192	6.0%
N	72128	4.8%
f	72128	4.8%
d	72128	4.8%
p	72128	4.8%
Other values (14)	270580	18.1%

Stick_Length
Categorical

IMBALANCE MISSING

Distinct	28
Distinct (%)	< 0.1%
Missing	283187
Missing (%)	75.9%
Memory size	2.8 MiB

None or Unspecified	70682
9' 6"	5378
10' 6"	3250
11' 0"	1383
9' 10"	1380
Other values (23)	7655

Length

Max length	19
Median length	19
Mean length	16.151513
Min length	5

Characters and Unicode

Total characters	1449243
Distinct characters	25
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	70682	19.0%
9' 6"	5378	1.4%
10' 6"	3250	0.9%
11' 0"	1383	0.4%
9' 10"	1380	0.4%
9' 8"	1367	0.4%
9' 7"	1319	0.4%
12' 10"	1050	0.3%
10' 2"	937	0.3%
8' 6"	792	0.2%
Other values (18)	2190	0.6%
(Missing)	283187	75.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
none	70682	28.3%
or	70682	28.3%
unspecified	70682	28.3%
9	9617	3.8%
6	9464	3.8%
10	7813	3.1%
8	3312	1.3%
11	1674	0.7%
2	1473	0.6%
12	1449	0.6%
Other values (10)	3290	1.3%

Most occurring characters

Value	Count	Frequency (%)
e	212046	14.6%
	160410	11.1%
n	141364	9.8%
o	141364	9.8%
i	141364	9.8%
N	70682	4.9%
c	70682	4.9%
f	70682	4.9%
d	70682	4.9%
p	70682	4.9%
Other values (15)	299285	20.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1060230	73.2%
Space Separator	160410	11.1%
Uppercase Letter	141364	9.8%
Decimal Number	49147	3.4%
Other Punctuation	38092	2.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	212046	20.0%
n	141364	13.3%
o	141364	13.3%
i	141364	13.3%
c	70682	6.7%
f	70682	6.7%
d	70682	6.7%
p	70682	6.7%
s	70682	6.7%
r	70682	6.7%

Decimal Number

Value	Count	Frequency (%)
1	12736	25.9%
9	9622	19.6%
6	9464	19.3%
0	9196	18.7%
8	3312	6.7%
2	2922	5.9%
7	1333	2.7%
4	325	0.7%
5	168	0.3%
3	69	0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	70682	50.0%
U	70682	50.0%

Other Punctuation

Value	Count	Frequency (%)
'	19046	50.0%
"	19046	50.0%

Space Separator

Value	Count	Frequency (%)
	160410	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1201594	82.9%
Common	247649	17.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
	160410	64.8%
'	19046	7.7%
"	19046	7.7%
1	12736	5.1%
9	9622	3.9%
6	9464	3.8%
0	9196	3.7%
8	3312	1.3%
2	2922	1.2%
7	1333	0.5%
Other values (3)	562	0.2%

Latin

Value	Count	Frequency (%)
e	212046	17.6%
n	141364	11.8%
o	141364	11.8%
i	141364	11.8%
N	70682	5.9%
c	70682	5.9%
f	70682	5.9%
d	70682	5.9%
p	70682	5.9%
s	70682	5.9%
Other values (2)	141364	11.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1449243	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	212046	14.6%
	160410	11.1%
n	141364	9.8%
o	141364	9.8%
i	141364	9.8%
N	70682	4.9%
c	70682	4.9%
f	70682	4.9%
d	70682	4.9%
p	70682	4.9%
Other values (15)	299285	20.7%

Thumb
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	283129
Missing (%)	75.9%
Memory size	2.8 MiB

None or Unspecified	74112
Manual	8654
Hydraulic	7020

Length

Max length	19
Median length	19
Mean length	16.965139
Min length	6

Characters and Unicode

Total characters	1523232
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	74112	19.9%
Manual	8654	2.3%
Hydraulic	7020	1.9%
(Missing)	283129	75.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	74112	31.1%
or	74112	31.1%
unspecified	74112	31.1%
manual	8654	3.6%
hydraulic	7020	2.9%

Most occurring characters

Value	Count	Frequency (%)
e	222336	14.6%
n	156878	10.3%
i	155244	10.2%
o	148224	9.7%
	148224	9.7%
c	81132	5.3%
r	81132	5.3%
d	81132	5.3%
f	74112	4.9%
N	74112	4.9%
Other values (9)	300706	19.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1211110	79.5%
Uppercase Letter	163898	10.8%
Space Separator	148224	9.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	222336	18.4%
n	156878	13.0%
i	155244	12.8%
o	148224	12.2%
c	81132	6.7%
r	81132	6.7%
d	81132	6.7%
f	74112	6.1%
p	74112	6.1%
s	74112	6.1%
Other values (4)	62696	5.2%

Uppercase Letter

Value	Count	Frequency (%)
N	74112	45.2%
U	74112	45.2%
M	8654	5.3%
H	7020	4.3%

Space Separator

Value	Count	Frequency (%)
	148224	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1375008	90.3%
Common	148224	9.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	222336	16.2%
n	156878	11.4%
i	155244	11.3%
o	148224	10.8%
c	81132	5.9%
r	81132	5.9%
d	81132	5.9%
f	74112	5.4%
N	74112	5.4%
p	74112	5.4%
Other values (8)	226594	16.5%

Common

Value	Count	Frequency (%)
	148224	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1523232	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	222336	14.6%
n	156878	10.3%
i	155244	10.2%
o	148224	9.7%
	148224	9.7%
c	81132	5.3%
r	81132	5.3%
d	81132	5.3%
f	74112	4.9%
N	74112	4.9%
Other values (9)	300706	19.7%

Pattern_Changer
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	283187
Missing (%)	75.9%
Memory size	2.8 MiB

None or Unspecified	80615
Yes	9057
No	56

Length

Max length	19
Median length	19
Mean length	17.374376
Min length	2

Characters and Unicode

Total characters	1558968
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	80615	21.6%
Yes	9057	2.4%
No	56	< 0.1%
(Missing)	283187	75.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	80615	32.1%
or	80615	32.1%
unspecified	80615	32.1%
yes	9057	3.6%
no	56	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	250902	16.1%
o	161286	10.3%
n	161230	10.3%
	161230	10.3%
i	161230	10.3%
s	89672	5.8%
N	80671	5.2%
r	80615	5.2%
U	80615	5.2%
p	80615	5.2%
Other values (4)	250902	16.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1227395	78.7%
Uppercase Letter	170343	10.9%
Space Separator	161230	10.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	250902	20.4%
o	161286	13.1%
n	161230	13.1%
i	161230	13.1%
s	89672	7.3%
r	80615	6.6%
p	80615	6.6%
c	80615	6.6%
f	80615	6.6%
d	80615	6.6%

Uppercase Letter

Value	Count	Frequency (%)
N	80671	47.4%
U	80615	47.3%
Y	9057	5.3%

Space Separator

Value	Count	Frequency (%)
	161230	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1397738	89.7%
Common	161230	10.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	250902	18.0%
o	161286	11.5%
n	161230	11.5%
i	161230	11.5%
s	89672	6.4%
N	80671	5.8%
r	80615	5.8%
U	80615	5.8%
p	80615	5.8%
c	80615	5.8%
Other values (3)	170287	12.2%

Common

Value	Count	Frequency (%)
	161230	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1558968	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	250902	16.1%
o	161286	10.3%
n	161230	10.3%
	161230	10.3%
i	161230	10.3%
s	89672	5.8%
N	80671	5.2%
r	80615	5.2%
U	80615	5.2%
p	80615	5.2%
Other values (4)	250902	16.1%

Grouser_Type
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	283243
Missing (%)	76.0%
Memory size	2.8 MiB

Double	75866
Triple	13804
Single	2

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	538032
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Double
2nd row	Triple
3rd row	Double
4th row	Double
5th row	Double

Common Values

Value	Count	Frequency (%)
Double	75866	20.3%
Triple	13804	3.7%
Single	2	< 0.1%
(Missing)	283243	76.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
double	75866	84.6%
triple	13804	15.4%
single	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
l	89672	16.7%
e	89672	16.7%
D	75866	14.1%
o	75866	14.1%
u	75866	14.1%
b	75866	14.1%
i	13806	2.6%
T	13804	2.6%
r	13804	2.6%
p	13804	2.6%
Other values (3)	6	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	448360	83.3%
Uppercase Letter	89672	16.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	89672	20.0%
e	89672	20.0%
o	75866	16.9%
u	75866	16.9%
b	75866	16.9%
i	13806	3.1%
r	13804	3.1%
p	13804	3.1%
n	2	< 0.1%
g	2	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
D	75866	84.6%
T	13804	15.4%
S	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	538032	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	89672	16.7%
e	89672	16.7%
D	75866	14.1%
o	75866	14.1%
u	75866	14.1%
b	75866	14.1%
i	13806	2.6%
T	13804	2.6%
r	13804	2.6%
p	13804	2.6%
Other values (3)	6	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	538032	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	89672	16.7%
e	89672	16.7%
D	75866	14.1%
o	75866	14.1%
u	75866	14.1%
b	75866	14.1%
i	13806	2.6%
T	13804	2.6%
r	13804	2.6%
p	13804	2.6%
Other values (3)	6	< 0.1%

Backhoe_Mounting
Categorical

IMBALANCE MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	299233
Missing (%)	80.2%
Memory size	2.8 MiB

None or Unspecified	73662
Yes	20

Length

Max length	19
Median length	19
Mean length	18.995657
Min length	3

Characters and Unicode

Total characters	1399638
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	None or Unspecified
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	73662	19.8%
Yes	20	< 0.1%
(Missing)	299233	80.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	73662	33.3%
or	73662	33.3%
unspecified	73662	33.3%
yes	20	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	221006	15.8%
o	147324	10.5%
n	147324	10.5%
	147324	10.5%
i	147324	10.5%
s	73682	5.3%
N	73662	5.3%
r	73662	5.3%
U	73662	5.3%
p	73662	5.3%
Other values (4)	221006	15.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1104970	78.9%
Uppercase Letter	147344	10.5%
Space Separator	147324	10.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	221006	20.0%
o	147324	13.3%
n	147324	13.3%
i	147324	13.3%
s	73682	6.7%
r	73662	6.7%
p	73662	6.7%
c	73662	6.7%
f	73662	6.7%
d	73662	6.7%

Uppercase Letter

Value	Count	Frequency (%)
N	73662	50.0%
U	73662	50.0%
Y	20	< 0.1%

Space Separator

Value	Count	Frequency (%)
	147324	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1252314	89.5%
Common	147324	10.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	221006	17.6%
o	147324	11.8%
n	147324	11.8%
i	147324	11.8%
s	73682	5.9%
N	73662	5.9%
r	73662	5.9%
U	73662	5.9%
p	73662	5.9%
c	73662	5.9%
Other values (3)	147344	11.8%

Common

Value	Count	Frequency (%)
	147324	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1399638	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	221006	15.8%
o	147324	10.5%
n	147324	10.5%
	147324	10.5%
i	147324	10.5%
s	73682	5.3%
N	73662	5.3%
r	73662	5.3%
U	73662	5.3%
p	73662	5.3%
Other values (4)	221006	15.8%

Blade_Type
Categorical

Distinct	10
Distinct (%)	< 0.1%
Missing	298372
Missing (%)	80.0%
Memory size	2.8 MiB

PAT	35909
Straight	12500
None or Unspecified	10263
Semi U	8306
VPAT	3620
Other values (5)	3945

Length

Max length	19
Median length	8
Mean length	6.4119367
Min length	1

Characters and Unicode

Total characters	477965
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Straight
2nd row	Straight
3rd row	PAT
4th row	Straight
5th row	PAT

Common Values

Value	Count	Frequency (%)
PAT	35909	9.6%
Straight	12500	3.4%
None or Unspecified	10263	2.8%
Semi U	8306	2.2%
VPAT	3620	1.0%
U	1803	0.5%
Angle	1560	0.4%
No	549	0.1%
Landfill	23	< 0.1%
Coal	10	< 0.1%
(Missing)	298372	80.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
pat	35909	34.7%
straight	12500	12.1%
none	10263	9.9%
or	10263	9.9%
unspecified	10263	9.9%
u	10109	9.8%
semi	8306	8.0%
vpat	3620	3.5%
angle	1560	1.5%
no	549	0.5%
Other values (2)	33	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
i	41355	8.7%
A	41089	8.6%
e	40655	8.5%
P	39529	8.3%
T	39529	8.3%
	28832	6.0%
t	25000	5.2%
r	22763	4.8%
n	22109	4.6%
o	21085	4.4%
Other values (16)	156019	32.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	273343	57.2%
Uppercase Letter	175790	36.8%
Space Separator	28832	6.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	41355	15.1%
e	40655	14.9%
t	25000	9.1%
r	22763	8.3%
n	22109	8.1%
o	21085	7.7%
g	14060	5.1%
a	12533	4.6%
h	12500	4.6%
f	10286	3.8%
Other values (6)	50997	18.7%

Uppercase Letter

Value	Count	Frequency (%)
A	41089	23.4%
P	39529	22.5%
T	39529	22.5%
S	20806	11.8%
U	20372	11.6%
N	10812	6.2%
V	3620	2.1%
L	23	< 0.1%
C	10	< 0.1%

Space Separator

Value	Count	Frequency (%)
	28832	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	449133	94.0%
Common	28832	6.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	41355	9.2%
A	41089	9.1%
e	40655	9.1%
P	39529	8.8%
T	39529	8.8%
t	25000	5.6%
r	22763	5.1%
n	22109	4.9%
o	21085	4.7%
S	20806	4.6%
Other values (15)	135213	30.1%

Common

Value	Count	Frequency (%)
	28832	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	477965	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	41355	8.7%
A	41089	8.6%
e	40655	8.5%
P	39529	8.3%
T	39529	8.3%
	28832	6.0%
t	25000	5.2%
r	22763	4.8%
n	22109	4.6%
o	21085	4.4%
Other values (16)	156019	32.6%

Travel_Controls
Categorical

IMBALANCE MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	298367
Missing (%)	80.0%
Memory size	2.8 MiB

None or Unspecified	65126
Differential Steer	4998
Finger Tip	2641
2 Pedal	847
Lever	524
Other values (2)	412

Length

Max length	19
Median length	19
Mean length	18.302235
Min length	5

Characters and Unicode

Total characters	1364395
Distinct characters	26
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	None or Unspecified
2nd row	None or Unspecified
3rd row	Lever
4th row	None or Unspecified
5th row	None or Unspecified

Common Values

Value	Count	Frequency (%)
None or Unspecified	65126	17.5%
Differential Steer	4998	1.3%
Finger Tip	2641	0.7%
2 Pedal	847	0.2%
Lever	524	0.1%
Pedal	403	0.1%
1 Speed	9	< 0.1%
(Missing)	298367	80.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
none	65126	30.5%
or	65126	30.5%
unspecified	65126	30.5%
differential	4998	2.3%
steer	4998	2.3%
finger	2641	1.2%
tip	2641	1.2%
pedal	1250	0.6%
2	847	0.4%
lever	524	0.2%
Other values (2)	18	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	220327	16.1%
i	145530	10.7%
	138747	10.2%
n	137891	10.1%
o	130252	9.5%
r	78287	5.7%
f	75122	5.5%
p	67776	5.0%
d	66385	4.9%
N	65126	4.8%
Other values (16)	238952	17.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1077479	79.0%
Uppercase Letter	147313	10.8%
Space Separator	138747	10.2%
Decimal Number	856	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	220327	20.4%
i	145530	13.5%
n	137891	12.8%
o	130252	12.1%
r	78287	7.3%
f	75122	7.0%
p	67776	6.3%
d	66385	6.2%
c	65126	6.0%
s	65126	6.0%
Other values (5)	25657	2.4%

Uppercase Letter

Value	Count	Frequency (%)
N	65126	44.2%
U	65126	44.2%
S	5007	3.4%
D	4998	3.4%
F	2641	1.8%
T	2641	1.8%
P	1250	0.8%
L	524	0.4%

Decimal Number

Value	Count	Frequency (%)
2	847	98.9%
1	9	1.1%

Space Separator

Value	Count	Frequency (%)
	138747	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1224792	89.8%
Common	139603	10.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	220327	18.0%
i	145530	11.9%
n	137891	11.3%
o	130252	10.6%
r	78287	6.4%
f	75122	6.1%
p	67776	5.5%
d	66385	5.4%
N	65126	5.3%
c	65126	5.3%
Other values (13)	172970	14.1%

Common

Value	Count	Frequency (%)
	138747	99.4%
2	847	0.6%
1	9	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1364395	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	220327	16.1%
i	145530	10.7%
	138747	10.2%
n	137891	10.1%
o	130252	9.5%
r	78287	5.7%
f	75122	5.5%
p	67776	5.0%
d	66385	4.9%
N	65126	4.8%
Other values (16)	238952	17.5%

Differential_Type
Categorical

IMBALANCE MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	308097
Missing (%)	82.6%
Memory size	2.8 MiB

Standard	63467
Limited Slip	1142
No Spin	207
Locking	2

Length

Max length	12
Median length	8
Mean length	8.0672498
Min length	7

Characters and Unicode

Total characters	522903
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Standard
2nd row	Standard
3rd row	Standard
4th row	Standard
5th row	Standard

Common Values

Value	Count	Frequency (%)
Standard	63467	17.0%
Limited Slip	1142	0.3%
No Spin	207	0.1%
Locking	2	< 0.1%
(Missing)	308097	82.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
standard	63467	95.9%
limited	1142	1.7%
slip	1142	1.7%
no	207	0.3%
spin	207	0.3%
locking	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
d	128076	24.5%
a	126934	24.3%
S	64816	12.4%
t	64609	12.4%
n	63676	12.2%
r	63467	12.1%
i	3635	0.7%
p	1349	0.3%
	1349	0.3%
L	1144	0.2%
Other values (8)	3848	0.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	455387	87.1%
Uppercase Letter	66167	12.7%
Space Separator	1349	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
d	128076	28.1%
a	126934	27.9%
t	64609	14.2%
n	63676	14.0%
r	63467	13.9%
i	3635	0.8%
p	1349	0.3%
l	1142	0.3%
e	1142	0.3%
m	1142	0.3%
Other values (4)	215	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
S	64816	98.0%
L	1144	1.7%
N	207	0.3%

Space Separator

Value	Count	Frequency (%)
	1349	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	521554	99.7%
Common	1349	0.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
d	128076	24.6%
a	126934	24.3%
S	64816	12.4%
t	64609	12.4%
n	63676	12.2%
r	63467	12.2%
i	3635	0.7%
p	1349	0.3%
L	1144	0.2%
l	1142	0.2%
Other values (7)	2706	0.5%

Common

Value	Count	Frequency (%)
	1349	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	522903	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
d	128076	24.5%
a	126934	24.3%
S	64816	12.4%
t	64609	12.4%
n	63676	12.2%
r	63467	12.1%
i	3635	0.7%
p	1349	0.3%
	1349	0.3%
L	1144	0.2%
Other values (8)	3848	0.7%

Steering_Controls
Categorical

IMBALANCE MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	308133
Missing (%)	82.6%
Memory size	2.8 MiB

Conventional	64081
Command Control	572
Four Wheel Standard	118
Wheel	10
No	1

Length

Max length	19
Median length	12
Mean length	12.038004
Min length	2

Characters and Unicode

Total characters	779846
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Conventional
2nd row	Conventional
3rd row	Conventional
4th row	Conventional
5th row	Conventional

Common Values

Value	Count	Frequency (%)
Conventional	64081	17.2%
Command Control	572	0.2%
Four Wheel Standard	118	< 0.1%
Wheel	10	< 0.1%
No	1	< 0.1%
(Missing)	308133	82.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
conventional	64081	97.7%
command	572	0.9%
control	572	0.9%
wheel	128	0.2%
four	118	0.2%
standard	118	0.2%
no	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
n	193505	24.8%
o	129997	16.7%
C	65225	8.4%
a	64889	8.3%
l	64781	8.3%
t	64771	8.3%
e	64337	8.2%
v	64081	8.2%
i	64081	8.2%
m	1144	0.1%
Other values (9)	3035	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	713448	91.5%
Uppercase Letter	65590	8.4%
Space Separator	808	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	193505	27.1%
o	129997	18.2%
a	64889	9.1%
l	64781	9.1%
t	64771	9.1%
e	64337	9.0%
v	64081	9.0%
i	64081	9.0%
m	1144	0.2%
d	808	0.1%
Other values (3)	1054	0.1%

Uppercase Letter

Value	Count	Frequency (%)
C	65225	99.4%
W	128	0.2%
F	118	0.2%
S	118	0.2%
N	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	808	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	779038	99.9%
Common	808	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	193505	24.8%
o	129997	16.7%
C	65225	8.4%
a	64889	8.3%
l	64781	8.3%
t	64771	8.3%
e	64337	8.3%
v	64081	8.2%
i	64081	8.2%
m	1144	0.1%
Other values (8)	2227	0.3%

Common

Value	Count	Frequency (%)
	808	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	779846	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	193505	24.8%
o	129997	16.7%
C	65225	8.4%
a	64889	8.3%
l	64781	8.3%
t	64771	8.3%
e	64337	8.2%
v	64081	8.2%
i	64081	8.2%
m	1144	0.1%
Other values (9)	3035	0.4%

saleYear
Real number (ℝ)

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2004.1991

Minimum	1989
Maximum	2012
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	1989
5-th percentile	1992
Q1	2000
median	2006
Q3	2009
95-th percentile	2011
Maximum	2012
Range	23
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	5.9089345
Coefficient of variation (CV)	0.0029482772
Kurtosis	-0.32923359
Mean	2004.1991
Median Absolute Deviation (MAD)	4
Skewness	-0.7868436
Sum	7.473959 × 10⁸
Variance	34.915507
Monotonicity	Increasing

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
2009	38247	10.3%
2008	36332	9.7%
2011	32516	8.7%
2007	28991	7.8%
2010	28329	7.6%
2006	19696	5.3%
2005	18100	4.9%
2004	18046	4.8%
2001	16124	4.3%
2002	16062	4.3%
Other values (14)	120472	32.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1989	4805	1.3%
1990	4529	1.2%
1991	5108	1.4%
1992	5519	1.5%
1993	6303	1.7%
1994	7343	2.0%
1995	7686	2.1%
1996	8179	2.2%
1997	8886	2.4%
1998	11663	3.1%

Value	Count	Frequency (%)
2012	10367	2.8%
2011	32516	8.7%
2010	28329	7.6%
2009	38247	10.3%
2008	36332	9.7%
2007	28991	7.8%
2006	19696	5.3%
2005	18100	4.9%
2004	18046	4.8%
2003	14016	3.8%

saleMonth
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.3219018

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.4441863
Coefficient of variation (CV)	0.54480225
Kurtosis	-1.2980288
Mean	6.3219018
Median Absolute Deviation (MAD)	3
Skewness	0.21615651
Sum	2357532
Variance	11.862419
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
3	53688	14.4%
2	50824	13.6%
6	42288	11.3%
9	39320	10.5%
12	36311	9.7%
5	28259	7.6%
4	27319	7.3%
10	27075	7.3%
11	23621	6.3%
8	20402	5.5%
Other values (2)	23808	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	9924	2.7%
2	50824	13.6%
3	53688	14.4%
4	27319	7.3%
5	28259	7.6%
6	42288	11.3%
7	13884	3.7%
8	20402	5.5%
9	39320	10.5%
10	27075	7.3%

Value	Count	Frequency (%)
12	36311	9.7%
11	23621	6.3%
10	27075	7.3%
9	39320	10.5%
8	20402	5.5%
7	13884	3.7%
6	42288	11.3%
5	28259	7.6%
4	27319	7.3%
3	53688	14.4%

saleDate
Real number (ℝ)

Distinct	31
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.121481

Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	9
median	16
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	8.4435263
Coefficient of variation (CV)	0.52374384
Kurtosis	-1.0969815
Mean	16.121481
Median Absolute Deviation (MAD)	7
Skewness	-0.022644949
Sum	6011942
Variance	71.293136
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
15	16897	4.5%
16	16786	4.5%
20	14171	3.8%
18	14073	3.8%
12	13821	3.7%
26	13567	3.6%
19	13425	3.6%
9	13179	3.5%
17	12942	3.5%
13	12877	3.5%
Other values (21)	231177	62.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	9496	2.5%
2	9446	2.5%
3	8293	2.2%
4	11891	3.2%
5	10631	2.9%
6	12014	3.2%
7	11862	3.2%
8	11593	3.1%
9	13179	3.5%
10	11059	3.0%

Value	Count	Frequency (%)
31	6025	1.6%
30	10357	2.8%
29	12517	3.4%
28	12757	3.4%
27	12468	3.3%
26	13567	3.6%
25	11332	3.0%
24	12120	3.3%
23	11002	3.0%
22	11052	3.0%

saleDayOfWeek
Real number (ℝ)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5730636

Minimum	0
Maximum	6
Zeros	22103
Zeros (%)	5.9%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	3
95-th percentile	5
Maximum	6
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.4143274
Coefficient of variation (CV)	0.5496667
Kurtosis	-0.52289016
Mean	2.5730636
Median Absolute Deviation (MAD)	1
Skewness	0.21883444
Sum	959534
Variance	2.0003219
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	111315	29.8%
2	83688	22.4%
1	71619	19.2%
4	39925	10.7%
5	38696	10.4%
0	22103	5.9%
6	5569	1.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22103	5.9%
1	71619	19.2%
2	83688	22.4%
3	111315	29.8%
4	39925	10.7%
5	38696	10.4%
6	5569	1.5%

Value	Count	Frequency (%)
6	5569	1.5%
5	38696	10.4%
4	39925	10.7%
3	111315	29.8%
2	83688	22.4%
1	71619	19.2%
0	22103	5.9%

saleDayOfYear
Real number (ℝ)

Distinct	360
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	177.41476

Minimum	1
Maximum	365
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.8 MiB

Quantile statistics

Minimum	1
5-th percentile	36
Q1	82
median	166
Q3	270
95-th percentile	344
Maximum	365
Range	364
Interquartile range (IQR)	188

Descriptive statistics

Standard deviation	104.10706
Coefficient of variation (CV)	0.58680046
Kurtosis	-1.3396677
Mean	177.41476
Median Absolute Deviation (MAD)	94
Skewness	0.18468481
Sum	66160625
Variance	10838.28
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
46	3579	1.0%
40	3238	0.9%
88	3224	0.9%
85	3210	0.9%
35	3113	0.8%
89	3070	0.8%
86	2783	0.7%
39	2767	0.7%
44	2758	0.7%
47	2690	0.7%
Other values (350)	342483	91.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	2	< 0.1%
4	7	< 0.1%
5	9	< 0.1%
6	27	< 0.1%
7	94	< 0.1%
8	50	< 0.1%
9	30	< 0.1%
10	92	< 0.1%

Value	Count	Frequency (%)
365	167	< 0.1%
364	37	< 0.1%
363	266	0.1%
362	574	0.2%
361	34	< 0.1%
357	3	< 0.1%
356	89	< 0.1%
355	46	< 0.1%
354	770	0.2%
353	1045	0.3%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	SalesID	SalePrice	MachineID	ModelID	datasource	auctioneerID	YearMade	MachineHoursCurrentMeter	UsageBand	fiModelDesc	fiBaseModel	fiSecondaryDesc	fiModelSeries	fiModelDescriptor	ProductSize	fiProductClassDesc	state	ProductGroup	ProductGroupDesc	Drive_System	Enclosure	Forks	Pad_Type	Ride_Control	Stick	Transmission	Turbocharged	Blade_Extension	Blade_Width	Enclosure_Type	Engine_Horsepower	Hydraulics	Pushblock	Ripper	Scarifier	Tip_Control	Tire_Size	Coupler	Coupler_System	Grouser_Tracks	Hydraulics_Flow	Track_Type	Undercarriage_Pad_Width	Stick_Length	Thumb	Pattern_Changer	Grouser_Type	Backhoe_Mounting	Blade_Type	Travel_Controls	Differential_Type	Steering_Controls	saleYear	saleMonth	saleDate	saleDayOfWeek	saleDayOfYear
0	1646770	9500.0	1126363	8434	132	18.0	1974	NaN	NaN	TD20	TD20	NaN	NaN	NaN	Medium	Track Type Tractor, Dozer - 105.0 to 130.0 Horsepower	Texas	TTT	Track Type Tractors	NaN	OROPS	NaN	NaN	NaN	NaN	Direct Drive	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	None or Unspecified	Straight	None or Unspecified	NaN	NaN	1989	1	17	1	17
1	1821514	14000.0	1194089	10150	132	99.0	1980	NaN	NaN	A66	A66	NaN	NaN	NaN	NaN	Wheel Loader - 120.0 to 135.0 Horsepower	Florida	WL	Wheel Loader	NaN	OROPS	None or Unspecified	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	Conventional	1989	1	31	1	31
2	1505138	50000.0	1473654	4139	132	99.0	1978	NaN	NaN	D7G	D7	G	NaN	NaN	Large	Track Type Tractor, Dozer - 190.0 to 260.0 Horsepower	Florida	TTT	Track Type Tractors	NaN	OROPS	NaN	NaN	NaN	NaN	Standard	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	None or Unspecified	Straight	None or Unspecified	NaN	NaN	1989	1	31	1	31
3	1671174	16000.0	1327630	8591	132	99.0	1980	NaN	NaN	A62	A62	NaN	NaN	NaN	NaN	Wheel Loader - Unidentified	Florida	WL	Wheel Loader	NaN	EROPS	None or Unspecified	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	Conventional	1989	1	31	1	31
4	1329056	22000.0	1336053	4089	132	99.0	1984	NaN	NaN	D3B	D3	B	NaN	NaN	NaN	Track Type Tractor, Dozer - 20.0 to 75.0 Horsepower	Florida	TTT	Track Type Tractors	NaN	OROPS	NaN	NaN	NaN	NaN	Standard	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	None or Unspecified	PAT	Lever	NaN	NaN	1989	1	31	1	31
5	1301884	23500.0	1182999	4123	132	99.0	1976	NaN	NaN	D6C	D6	C	NaN	NaN	Medium	Track Type Tractor, Dozer - 130.0 to 160.0 Horsepower	Florida	TTT	Track Type Tractors	NaN	OROPS	NaN	NaN	NaN	NaN	Standard	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	None or Unspecified	Straight	None or Unspecified	NaN	NaN	1989	1	31	1	31
6	1379228	31000.0	1082797	7620	132	99.0	1986	NaN	NaN	IT12	IT12	NaN	NaN	NaN	Compact	Wheel Loader - 60.0 to 80.0 Horsepower	Florida	WL	Wheel Loader	NaN	EROPS	Yes	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	Conventional	1989	1	31	1	31
7	1645390	11750.0	1527216	8202	132	99.0	1970	NaN	NaN	544	544	NaN	NaN	NaN	NaN	Wheel Loader - 90.0 to 100.0 Horsepower	Florida	WL	Wheel Loader	NaN	OROPS	Yes	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	Conventional	1989	1	31	1	31
8	1493279	63000.0	1363756	2759	132	99.0	1987	NaN	NaN	D5HII	D5	H	II	NaN	Medium	Track Type Tractor, Dozer - 130.0 to 160.0 Horsepower	Florida	TTT	Track Type Tractors	NaN	EROPS	NaN	NaN	NaN	NaN	Powershift	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	None or Unspecified	PAT	None or Unspecified	NaN	NaN	1989	1	31	1	31
9	1449549	13000.0	1289412	3356	132	99.0	1966	NaN	NaN	12F	12	F	NaN	NaN	NaN	Motorgrader - 45.0 to 130.0 Horsepower	Florida	MG	Motor Graders	No	OROPS	NaN	NaN	NaN	NaN	None or Unspecified	NaN	None or Unspecified	None or Unspecified	None or Unspecified	No	Base + 1 Function	None or Unspecified	None or Unspecified	Yes	Sideshift & Tip	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1989	1	31	1	31

	SalesID	SalePrice	MachineID	ModelID	datasource	auctioneerID	YearMade	MachineHoursCurrentMeter	UsageBand	fiModelDesc	fiBaseModel	fiSecondaryDesc	fiModelSeries	fiModelDescriptor	ProductSize	fiProductClassDesc	state	ProductGroup	ProductGroupDesc	Drive_System	Enclosure	Forks	Pad_Type	Ride_Control	Stick	Transmission	Turbocharged	Blade_Extension	Blade_Width	Enclosure_Type	Engine_Horsepower	Hydraulics	Pushblock	Ripper	Scarifier	Tip_Control	Tire_Size	Coupler	Coupler_System	Grouser_Tracks	Hydraulics_Flow	Track_Type	Undercarriage_Pad_Width	Stick_Length	Thumb	Pattern_Changer	Grouser_Type	Backhoe_Mounting	Blade_Type	Travel_Controls	Differential_Type	Steering_Controls	saleYear	saleMonth	saleDate	saleDayOfWeek	saleDayOfYear
372905	6318085	5500.0	1873607	10402	149	99.0	2001	NaN	NaN	1300	1300	NaN	NaN	NaN	NaN	Skid Steer Loader - 1251.0 to 1351.0 Lb Operating Capacity	California	SSL	Skid Steer Loaders	NaN	OROPS	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	None or Unspecified	Standard	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2012	4	28	5	119
372906	6283634	35000.0	1930870	4701	149	99.0	1998	NaN	NaN	544H	544	H	NaN	NaN	NaN	Wheel Loader - 120.0 to 135.0 Horsepower	California	WL	Wheel Loader	NaN	EROPS w AC	None or Unspecified	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	NaN	NaN	NaN	20.5	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	Conventional	2012	4	28	5	119
372907	6282337	7500.0	1928688	22072	149	99.0	2005	NaN	NaN	317	317	NaN	NaN	NaN	NaN	Skid Steer Loader - 1601.0 to 1751.0 Lb Operating Capacity	California	SSL	Skid Steer Loaders	NaN	OROPS	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	None or Unspecified	Standard	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2012	4	28	5	119
372908	6311321	13000.0	1823846	17311	149	99.0	2005	NaN	NaN	S175	S175	NaN	NaN	NaN	NaN	Skid Steer Loader - 1601.0 to 1751.0 Lb Operating Capacity	California	SSL	Skid Steer Loaders	NaN	OROPS	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	None or Unspecified	Standard	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2012	4	28	5	119
372909	6306476	53000.0	1278794	9114	149	99.0	2004	NaN	NaN	WA320	WA320	NaN	NaN	NaN	Medium	Wheel Loader - 150.0 to 175.0 Horsepower	California	WL	Wheel Loader	NaN	EROPS w AC	None or Unspecified	NaN	Yes	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	NaN	NaN	NaN	20.5	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	Conventional	2012	4	28	5	119
372910	6281219	39000.0	1792049	13976	149	99.0	2000	NaN	NaN	710VHP	710	NaN	NaN	VHP	NaN	Motorgrader - 130.0 to 145.0 Horsepower	California	MG	Motor Graders	No	EROPS w AC	NaN	NaN	NaN	NaN	None or Unspecified	NaN	None or Unspecified	12'	None or Unspecified	No	Base + 1 Function	None or Unspecified	Yes	None or Unspecified	None or Unspecified	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2012	4	28	5	119
372911	6302984	16000.0	1915521	5266	149	99.0	2001	NaN	NaN	D38E	D38	E	NaN	NaN	NaN	Track Type Tractor, Dozer - 75.0 to 85.0 Horsepower	California	TTT	Track Type Tractors	NaN	OROPS	NaN	NaN	NaN	NaN	Standard	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	Multi Shank	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	None or Unspecified	PAT	None or Unspecified	NaN	NaN	2012	4	28	5	119
372912	6324811	6000.0	1919104	19330	149	99.0	2004	NaN	NaN	2064	2064	NaN	NaN	NaN	NaN	Skid Steer Loader - 1751.0 to 2201.0 Lb Operating Capacity	California	SSL	Skid Steer Loaders	NaN	OROPS	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	None or Unspecified	Standard	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2012	4	28	5	119
372913	6313029	16000.0	1918416	17244	149	99.0	2004	NaN	NaN	337G	337	G	NaN	NaN	Mini	Hydraulic Excavator, Track - 5.0 to 6.0 Metric Tons	California	TEX	Track Excavators	NaN	EROPS w AC	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2012	4	28	5	119
372914	6266251	55000.0	509560	3357	149	99.0	1993	NaN	NaN	12G	12	G	NaN	NaN	NaN	Motorgrader - 130.0 to 145.0 Horsepower	California	MG	Motor Graders	No	OROPS	NaN	NaN	NaN	NaN	None or Unspecified	NaN	None or Unspecified	14'	None or Unspecified	No	Base + 1 Function	Yes	Yes	Yes	None or Unspecified	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2012	4	28	5	119

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Other Punctuation

Dash Punctuation

Space Separator

Math Symbol

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation